SemiSupervisedVideoSemanticRecognition/ipython.html at master · sid-ramakrishnan/SemiSupervisedVideoSemanticRecognition · GitHub

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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.0//EN" "http://www.w3.org/TR/REC-html40/strict.dtd">
<html><head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="qrichtext" content="1" /><style type="text/css">
p, li { white-space: pre-wrap; }
</style></head><body style=" font-family:'Menlo'; font-size:12pt; font-weight:400; font-style:normal;">
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">('Mean Vector:\n', array([[ 2.],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 5.]]))</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">('Scatter Matrix:\n', array([[ 2.,  2.],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 2.,  2.]]))</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">27</span><span style=" color:#000080;">]:</span> np.loadtxt(&quot;temp.txt&quot;)</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Traceback <span style=" color:#4682b4;">(most recent call last)</span>:</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;&lt;ipython-input-27-6ca3fd112d3e&gt;&quot;</span>, line <span style=" color:#006400;">1</span>, in <span style=" color:#9400d3;">&lt;module&gt;</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    np.loadtxt(&quot;temp.txt&quot;)</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/numpy/lib/npyio.py&quot;</span>, line <span style=" color:#006400;">928</span>, in <span style=" color:#9400d3;">loadtxt</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    items = [conv(val) for (conv, val) in zip(converters, vals)]</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#4682b4;">  File </span><span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/numpy/lib/npyio.py&quot;</span><span style=" color:#4682b4;">, line </span><span style=" color:#006400;">659</span><span style=" color:#4682b4;">, in </span><span style=" color:#9400d3;">floatconv</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">    return float(x)</span></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">ValueError:</span> could not convert string to float: [[</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">28</span><span style=" color:#000080;">]:</span> np.loadtxt(&quot;temp.txt&quot;,dtype=&quot;float&quot;)</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Traceback <span style=" color:#4682b4;">(most recent call last)</span>:</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;&lt;ipython-input-28-449e471c82a5&gt;&quot;</span>, line <span style=" color:#006400;">1</span>, in <span style=" color:#9400d3;">&lt;module&gt;</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    np.loadtxt(&quot;temp.txt&quot;,dtype=&quot;float&quot;)</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/numpy/lib/npyio.py&quot;</span>, line <span style=" color:#006400;">928</span>, in <span style=" color:#9400d3;">loadtxt</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    items = [conv(val) for (conv, val) in zip(converters, vals)]</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#4682b4;">  File </span><span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/numpy/lib/npyio.py&quot;</span><span style=" color:#4682b4;">, line </span><span style=" color:#006400;">659</span><span style=" color:#4682b4;">, in </span><span style=" color:#9400d3;">floatconv</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">    return float(x)</span></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">ValueError:</span> could not convert string to float: [[</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">29</span><span style=" color:#000080;">]:</span> np.loadtxt(&quot;temp.txt&quot;,dtype=&quot;float&quot;,delimiter=&quot;[]&quot;)</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Traceback <span style=" color:#4682b4;">(most recent call last)</span>:</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;&lt;ipython-input-29-3a8f29db47a6&gt;&quot;</span>, line <span style=" color:#006400;">1</span>, in <span style=" color:#9400d3;">&lt;module&gt;</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    np.loadtxt(&quot;temp.txt&quot;,dtype=&quot;float&quot;,delimiter=&quot;[]&quot;)</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/numpy/lib/npyio.py&quot;</span>, line <span style=" color:#006400;">928</span>, in <span style=" color:#9400d3;">loadtxt</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    items = [conv(val) for (conv, val) in zip(converters, vals)]</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#4682b4;">  File </span><span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/numpy/lib/npyio.py&quot;</span><span style=" color:#4682b4;">, line </span><span style=" color:#006400;">659</span><span style=" color:#4682b4;">, in </span><span style=" color:#9400d3;">floatconv</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">    return float(x)</span></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">ValueError:</span> could not convert string to float: [[  1.14142220e+02   1.39684601e+01   1.09781784e+02   1.31399527e+01</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">30</span><span style=" color:#000080;">]:</span> np.loadtxt(&quot;temp.txt&quot;,dtype=&quot;float&quot;,delimiter=&quot;[&quot;)</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Traceback <span style=" color:#4682b4;">(most recent call last)</span>:</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;&lt;ipython-input-30-45f0a66813d2&gt;&quot;</span>, line <span style=" color:#006400;">1</span>, in <span style=" color:#9400d3;">&lt;module&gt;</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    np.loadtxt(&quot;temp.txt&quot;,dtype=&quot;float&quot;,delimiter=&quot;[&quot;)</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/numpy/lib/npyio.py&quot;</span>, line <span style=" color:#006400;">928</span>, in <span style=" color:#9400d3;">loadtxt</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    items = [conv(val) for (conv, val) in zip(converters, vals)]</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#4682b4;">  File </span><span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/numpy/lib/npyio.py&quot;</span><span style=" color:#4682b4;">, line </span><span style=" color:#006400;">659</span><span style=" color:#4682b4;">, in </span><span style=" color:#9400d3;">floatconv</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">    return float(x)</span></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">ValueError:</span> could not convert string to float: </p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">31</span><span style=" color:#000080;">]:</span> np.loadtxt(&quot;temp.txt&quot;,dtype=&quot;string&quot;)</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Traceback <span style=" color:#4682b4;">(most recent call last)</span>:</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;&lt;ipython-input-31-4bdf2d4ee928&gt;&quot;</span>, line <span style=" color:#006400;">1</span>, in <span style=" color:#9400d3;">&lt;module&gt;</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    np.loadtxt(&quot;temp.txt&quot;,dtype=&quot;string&quot;)</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#4682b4;">  File </span><span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/numpy/lib/npyio.py&quot;</span><span style=" color:#4682b4;">, line </span><span style=" color:#006400;">925</span><span style=" color:#4682b4;">, in </span><span style=" color:#9400d3;">loadtxt</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">    % line_num)</span></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">ValueError:</span> Wrong number of columns at line 2</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">32</span><span style=" color:#000080;">]:</span> np.loadtxt(&quot;temp.txt&quot;,dtype=&quot;str&quot;)</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Traceback <span style=" color:#4682b4;">(most recent call last)</span>:</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;&lt;ipython-input-32-92a8b437eecf&gt;&quot;</span>, line <span style=" color:#006400;">1</span>, in <span style=" color:#9400d3;">&lt;module&gt;</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    np.loadtxt(&quot;temp.txt&quot;,dtype=&quot;str&quot;)</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#4682b4;">  File </span><span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/numpy/lib/npyio.py&quot;</span><span style=" color:#4682b4;">, line </span><span style=" color:#006400;">925</span><span style=" color:#4682b4;">, in </span><span style=" color:#9400d3;">loadtxt</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">    % line_num)</span></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">ValueError:</span> Wrong number of columns at line 2</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">33</span><span style=" color:#000080;">]:</span> mat = [[  1.14142220e+02   1.39684601e+01   1.09781784e+02   1.31399527e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.14954109e+02   1.40328703e+01   4.19829130e+00   2.29402915e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     3.85714293e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  9.03634186e+01   1.12341032e+01   8.67385025e+01   1.08208551e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     9.10253983e+01   1.12559423e+01   3.28395534e+00   2.64256924e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     3.03061247e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  1.28986786e+02   1.53845282e+01   1.24187485e+02   1.45185070e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.29895905e+02   1.54392862e+01   4.82306147e+00   3.18118960e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     4.89395046e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  9.54769974e+01   1.50427685e+01   9.18247452e+01   1.42717896e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     9.61437149e+01   1.51214724e+01   3.61814380e+00   1.36037737e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     2.88906980e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  1.13412788e+02   1.35704012e+01   1.08820107e+02   1.33325672e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.14220337e+02   1.35767374e+01   4.18428326e+00   2.50902027e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     2.67460966e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  8.30906219e+01   8.44254494e+00   7.98428879e+01   7.99808216e+00</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     8.37137375e+01   8.46183205e+00   2.62630153e+00   1.67482004e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     3.27409315e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  9.00132217e+01   8.50149059e+00   8.69443130e+01   7.95727301e+00</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     9.06789551e+01   8.54064751e+00   2.81098032e+00   2.77460277e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     3.11693192e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  1.33585983e+02   1.34154263e+01   1.28225159e+02   1.31084642e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.34538086e+02   1.34172316e+01   4.69152880e+00   4.41123992e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     4.46846151e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  1.48149429e+02   1.44066954e+01   1.42246216e+02   1.41171274e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.49182266e+02   1.44112082e+01   4.96871090e+00   3.97367090e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     4.73101664e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  1.44001633e+02   1.71915283e+01   1.38383652e+02   1.67505341e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.44998596e+02   1.72059441e+01   5.11095285e+00   5.82166016e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     4.59753656e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  1.29263840e+02   1.69987354e+01   1.24666679e+02   1.61655693e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.30201401e+02   1.70255241e+01   5.02078676e+00   4.76057678e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     4.16419744e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  2.00222214e+02   1.42746716e+01   1.92850128e+02   1.42821665e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     2.01731308e+02   1.41732407e+01   4.05430269e+00   1.96176186e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     3.43443561e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  1.15329788e+02   4.29138527e+01   1.06759644e+02   4.38782387e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.08866089e+02   5.38655930e+01   5.29710531e+00   4.61260498e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     2.37265825e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  1.01054985e+02   4.78126106e+01   8.51017303e+01   5.00967598e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     9.21713791e+01   5.95935631e+01   4.90985584e+00   4.92961735e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     2.40616632e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  2.82430706e+01   1.14067898e+01   2.19477596e+01   1.13529615e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     2.30294838e+01   1.31546888e+01   1.35722518e+00   1.43833026e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     5.50220191e-01]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  1.17926311e+01   3.71642351e+00   1.05049829e+01   3.29103899e+00</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     9.14939404e+00   3.62533355e+00   4.92179573e-01   4.27606404e-02</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.62507877e-01]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  1.11207886e+01   3.82477999e+00   9.66710758e+00   3.32846332e+00</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     8.03354073e+00   3.20725060e+00   3.49285692e-01   2.93514002e-02</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.48661003e-01]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  3.96085625e+01   1.52218409e+01   3.80261040e+01   1.38236065e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     3.32860146e+01   1.68596287e+01   1.95833743e+00   1.53167516e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     6.12452149e-01]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  1.37995577e+01   8.04814148e+00   1.27886295e+01   7.45868635e+00</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.15876608e+01   8.41264725e+00   8.22960377e-01   7.10791051e-02</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     2.36158997e-01]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  6.77370377e+01   2.83877010e+01   6.83058243e+01   2.75102844e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     6.89106827e+01   3.07455788e+01   3.16037917e+00   2.12924495e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.18700576e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  3.32710609e+01   1.28902569e+01   3.18148499e+01   1.26800051e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     3.01656990e+01   1.39960327e+01   1.55053353e+00   1.38411626e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     6.13821626e-01]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  8.98615036e+01   3.28563461e+01   7.72620697e+01   2.30559750e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     6.97692795e+01   2.52796383e+01   4.01009655e+00   3.33829224e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.91477942e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  9.38671875e+01   3.79077148e+01   8.49884109e+01   3.01485329e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     9.21775894e+01   3.40290947e+01   4.80650091e+00   3.86901826e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.49695647e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  7.29638748e+01   4.73336143e+01   7.25592880e+01   4.31746750e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     9.42597656e+01   5.71313972e+01   5.60312557e+00   5.97276032e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     3.51774836e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  9.47304916e+01   2.04664021e+01   9.08774567e+01   1.47949228e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     9.80298996e+01   1.29107065e+01   2.59943891e+00   7.64058456e-02</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.66134810e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  1.19383705e+02   3.22916222e+01   1.17864449e+02   2.57390690e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.43335983e+02   3.07356663e+01   5.14742565e+00   3.70871812e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     2.98790526e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  1.08954292e+02   4.62077141e+01   1.02811165e+02   4.25472221e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.16145668e+02   4.70317078e+01   5.07002687e+00   3.16477209e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.21385384e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  1.67057323e+01   1.42329683e+01   5.14639702e+01   1.91553860e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     6.47190399e+01   2.49341087e+01   3.99288154e+00   5.00992358e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.82906616e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  5.61746178e+01   2.89717407e+01   4.65392494e+01   2.24626961e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     3.58592796e+01   2.48970070e+01   4.44339085e+00   5.50797522e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.02960956e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  6.20025330e+01   3.29894028e+01   6.04165535e+01   2.84496021e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     5.44602432e+01   3.86249046e+01   5.82494879e+00   6.36224627e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.96534324e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  5.06089668e+01   3.19438362e+01   6.15477867e+01   2.82719841e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     8.83703079e+01   3.50317154e+01   4.69173956e+00   4.25630957e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     3.14161944e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  3.39535065e+01   8.08640957e+00   2.71326904e+01   5.52142429e+00</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     2.00899525e+01   8.66915131e+00   1.54267180e+00   5.90480641e-02</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     9.69343603e-01]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  5.67631645e+01   2.42523308e+01   4.21183128e+01   1.79070129e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     2.86959133e+01   1.71944809e+01   3.93374419e+00   2.39271045e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     1.74890518e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>  [  6.47393570e+01   2.59052734e+01   6.10066223e+01   1.89090137e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     4.09245110e+01   2.36000423e+01   4.80147171e+00   4.98262435e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">    ...:</span>     2.56246066e+00]]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#4682b4;">  File </span><span style=" color:#006400;">&quot;&lt;ipython-input-33-28d0ebb0c730&gt;&quot;</span><span style=" color:#4682b4;">, line </span><span style=" color:#006400;">1</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">    mat = [[  1.14142220e+02   1.39684601e+01   1.09781784e+02   1.31399527e+01</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">                                            ^</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">SyntaxError:</span> invalid syntax</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">34</span><span style=" color:#000080;">]:</span> runfile('/Users/macbook/college/Final Year/Major Project/scattermatrix.py', wdir='/Users/macbook/college/Final Year/Major Project')</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Traceback <span style=" color:#4682b4;">(most recent call last)</span>:</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;&lt;ipython-input-34-9f1b2daa1338&gt;&quot;</span>, line <span style=" color:#006400;">1</span>, in <span style=" color:#9400d3;">&lt;module&gt;</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    runfile('/Users/macbook/college/Final Year/Major Project/scattermatrix.py', wdir='/Users/macbook/college/Final Year/Major Project')</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/spyderlib/widgets/externalshell/sitecustomize.py&quot;</span>, line <span style=" color:#006400;">699</span>, in <span style=" color:#9400d3;">runfile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    execfile(filename, namespace)</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/spyderlib/widgets/externalshell/sitecustomize.py&quot;</span>, line <span style=" color:#006400;">81</span>, in <span style=" color:#9400d3;">execfile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    builtins.execfile(filename, *where)</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;/Users/macbook/college/Final Year/Major Project/scattermatrix.py&quot;</span>, line <span style=" color:#006400;">3</span>, in <span style=" color:#9400d3;">&lt;module&gt;</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    from testingNew import mean</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#4682b4;">  File </span><span style=" color:#006400;">&quot;testingNew.py&quot;</span><span style=" color:#4682b4;">, line </span><span style=" color:#006400;">1</span><span style=" color:#4682b4;">, in </span><span style=" color:#9400d3;">&lt;module&gt;</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">    import cv2</span></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">ImportError:</span> No module named cv2</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">35</span><span style=" color:#000080;">]:</span> runfile('/Users/macbook/college/Final Year/Major Project/scattermatrix.py', wdir='/Users/macbook/college/Final Year/Major Project')</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" text-decoration: underline; color:#a52a2a;">Reloaded modules</span><span style=" color:#a52a2a;">: dataFile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">[[  1.14142220e+02   1.39684601e+01   1.09781784e+02   1.31399527e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.14954109e+02   1.40328703e+01   4.19829130e+00   2.29402915e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.85714293e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  9.03634186e+01   1.12341032e+01   8.67385025e+01   1.08208551e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    9.10253983e+01   1.12559423e+01   3.28395534e+00   2.64256924e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.03061247e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.28986786e+02   1.53845282e+01   1.24187485e+02   1.45185070e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.29895905e+02   1.54392862e+01   4.82306147e+00   3.18118960e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    4.89395046e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  9.54769974e+01   1.50427685e+01   9.18247452e+01   1.42717896e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    9.61437149e+01   1.51214724e+01   3.61814380e+00   1.36037737e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    2.88906980e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.13412788e+02   1.35704012e+01   1.08820107e+02   1.33325672e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.14220337e+02   1.35767374e+01   4.18428326e+00   2.50902027e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    2.67460966e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  8.30906219e+01   8.44254494e+00   7.98428879e+01   7.99808216e+00</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    8.37137375e+01   8.46183205e+00   2.62630153e+00   1.67482004e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.27409315e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  9.00132217e+01   8.50149059e+00   8.69443130e+01   7.95727301e+00</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    9.06789551e+01   8.54064751e+00   2.81098032e+00   2.77460277e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.11693192e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.33585983e+02   1.34154263e+01   1.28225159e+02   1.31084642e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.34538086e+02   1.34172316e+01   4.69152880e+00   4.41123992e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    4.46846151e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.48149429e+02   1.44066954e+01   1.42246216e+02   1.41171274e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.49182266e+02   1.44112082e+01   4.96871090e+00   3.97367090e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    4.73101664e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.44001633e+02   1.71915283e+01   1.38383652e+02   1.67505341e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.44998596e+02   1.72059441e+01   5.11095285e+00   5.82166016e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    4.59753656e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.29263840e+02   1.69987354e+01   1.24666679e+02   1.61655693e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.30201401e+02   1.70255241e+01   5.02078676e+00   4.76057678e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    4.16419744e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  2.00222214e+02   1.42746716e+01   1.92850128e+02   1.42821665e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    2.01731308e+02   1.41732407e+01   4.05430269e+00   1.96176186e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.43443561e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.15329788e+02   4.29138527e+01   1.06759644e+02   4.38782387e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.08866089e+02   5.38655930e+01   5.29710531e+00   4.61260498e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    2.37265825e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.01054985e+02   4.78126106e+01   8.51017303e+01   5.00967598e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    9.21713791e+01   5.95935631e+01   4.90985584e+00   4.92961735e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    2.40616632e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  2.82430706e+01   1.14067898e+01   2.19477596e+01   1.13529615e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    2.30294838e+01   1.31546888e+01   1.35722518e+00   1.43833026e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    5.50220191e-01]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.17926311e+01   3.71642351e+00   1.05049829e+01   3.29103899e+00</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    9.14939404e+00   3.62533355e+00   4.92179573e-01   4.27606404e-02</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.62507877e-01]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.11207886e+01   3.82477999e+00   9.66710758e+00   3.32846332e+00</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    8.03354073e+00   3.20725060e+00   3.49285692e-01   2.93514002e-02</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.48661003e-01]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  3.96085625e+01   1.52218409e+01   3.80261040e+01   1.38236065e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.32860146e+01   1.68596287e+01   1.95833743e+00   1.53167516e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    6.12452149e-01]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.37995577e+01   8.04814148e+00   1.27886295e+01   7.45868635e+00</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.15876608e+01   8.41264725e+00   8.22960377e-01   7.10791051e-02</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    2.36158997e-01]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  6.77370377e+01   2.83877010e+01   6.83058243e+01   2.75102844e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    6.89106827e+01   3.07455788e+01   3.16037917e+00   2.12924495e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.18700576e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  3.32710609e+01   1.28902569e+01   3.18148499e+01   1.26800051e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.01656990e+01   1.39960327e+01   1.55053353e+00   1.38411626e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    6.13821626e-01]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  8.98615036e+01   3.28563461e+01   7.72620697e+01   2.30559750e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    6.97692795e+01   2.52796383e+01   4.01009655e+00   3.33829224e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.91477942e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  9.38671875e+01   3.79077148e+01   8.49884109e+01   3.01485329e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    9.21775894e+01   3.40290947e+01   4.80650091e+00   3.86901826e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.49695647e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  7.29638748e+01   4.73336143e+01   7.25592880e+01   4.31746750e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    9.42597656e+01   5.71313972e+01   5.60312557e+00   5.97276032e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.51774836e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  9.47304916e+01   2.04664021e+01   9.08774567e+01   1.47949228e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    9.80298996e+01   1.29107065e+01   2.59943891e+00   7.64058456e-02</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.66134810e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.19383705e+02   3.22916222e+01   1.17864449e+02   2.57390690e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.43335983e+02   3.07356663e+01   5.14742565e+00   3.70871812e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    2.98790526e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.08954292e+02   4.62077141e+01   1.02811165e+02   4.25472221e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.16145668e+02   4.70317078e+01   5.07002687e+00   3.16477209e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.21385384e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.67057323e+01   1.42329683e+01   5.14639702e+01   1.91553860e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    6.47190399e+01   2.49341087e+01   3.99288154e+00   5.00992358e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.82906616e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  5.61746178e+01   2.89717407e+01   4.65392494e+01   2.24626961e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.58592796e+01   2.48970070e+01   4.44339085e+00   5.50797522e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.02960956e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  6.20025330e+01   3.29894028e+01   6.04165535e+01   2.84496021e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    5.44602432e+01   3.86249046e+01   5.82494879e+00   6.36224627e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.96534324e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  5.06089668e+01   3.19438362e+01   6.15477867e+01   2.82719841e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    8.83703079e+01   3.50317154e+01   4.69173956e+00   4.25630957e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.14161944e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  3.39535065e+01   8.08640957e+00   2.71326904e+01   5.52142429e+00</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    2.00899525e+01   8.66915131e+00   1.54267180e+00   5.90480641e-02</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    9.69343603e-01]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  5.67631645e+01   2.42523308e+01   4.21183128e+01   1.79070129e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    2.86959133e+01   1.71944809e+01   3.93374419e+00   2.39271045e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.74890518e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  6.47393570e+01   2.59052734e+01   6.10066223e+01   1.89090137e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    4.09245110e+01   2.36000423e+01   4.80147171e+00   4.98262435e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    2.56246066e+00]]</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">36</span><span style=" color:#000080;">]:</span> runfile('/Users/macbook/college/Final Year/Major Project/scattermatrix.py', wdir='/Users/macbook/college/Final Year/Major Project')</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" text-decoration: underline; color:#a52a2a;">Reloaded modules</span><span style=" color:#a52a2a;">: dataFile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">(34, 9)</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">37</span><span style=" color:#000080;">]:</span> runfile('/Users/macbook/college/Final Year/Major Project/scattermatrix.py', wdir='/Users/macbook/college/Final Year/Major Project')</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" text-decoration: underline; color:#a52a2a;">Reloaded modules</span><span style=" color:#a52a2a;">: dataFile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">(34, 9)</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Traceback <span style=" color:#4682b4;">(most recent call last)</span>:</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;&lt;ipython-input-37-9f1b2daa1338&gt;&quot;</span>, line <span style=" color:#006400;">1</span>, in <span style=" color:#9400d3;">&lt;module&gt;</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    runfile('/Users/macbook/college/Final Year/Major Project/scattermatrix.py', wdir='/Users/macbook/college/Final Year/Major Project')</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/spyderlib/widgets/externalshell/sitecustomize.py&quot;</span>, line <span style=" color:#006400;">699</span>, in <span style=" color:#9400d3;">runfile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    execfile(filename, namespace)</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/spyderlib/widgets/externalshell/sitecustomize.py&quot;</span>, line <span style=" color:#006400;">81</span>, in <span style=" color:#9400d3;">execfile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    builtins.execfile(filename, *where)</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#4682b4;">  File </span><span style=" color:#006400;">&quot;/Users/macbook/college/Final Year/Major Project/scattermatrix.py&quot;</span><span style=" color:#4682b4;">, line </span><span style=" color:#006400;">27</span><span style=" color:#4682b4;">, in </span><span style=" color:#9400d3;">&lt;module&gt;</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">    inputMatrix = a[0:12,0:9]</span></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">NameError:</span> name 'a' is not defined</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">38</span><span style=" color:#000080;">]:</span> runfile('/Users/macbook/college/Final Year/Major Project/scattermatrix.py', wdir='/Users/macbook/college/Final Year/Major Project')</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" text-decoration: underline; color:#a52a2a;">Reloaded modules</span><span style=" color:#a52a2a;">: dataFile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">(34, 9)</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">[[  1.14142220e+02   1.39684601e+01   1.09781784e+02   1.31399527e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.14954109e+02   1.40328703e+01   4.19829130e+00   2.29402915e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.85714293e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  9.03634186e+01   1.12341032e+01   8.67385025e+01   1.08208551e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    9.10253983e+01   1.12559423e+01   3.28395534e+00   2.64256924e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.03061247e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.28986786e+02   1.53845282e+01   1.24187485e+02   1.45185070e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.29895905e+02   1.54392862e+01   4.82306147e+00   3.18118960e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    4.89395046e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  9.54769974e+01   1.50427685e+01   9.18247452e+01   1.42717896e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    9.61437149e+01   1.51214724e+01   3.61814380e+00   1.36037737e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    2.88906980e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.13412788e+02   1.35704012e+01   1.08820107e+02   1.33325672e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.14220337e+02   1.35767374e+01   4.18428326e+00   2.50902027e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    2.67460966e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  8.30906219e+01   8.44254494e+00   7.98428879e+01   7.99808216e+00</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    8.37137375e+01   8.46183205e+00   2.62630153e+00   1.67482004e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.27409315e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  9.00132217e+01   8.50149059e+00   8.69443130e+01   7.95727301e+00</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    9.06789551e+01   8.54064751e+00   2.81098032e+00   2.77460277e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.11693192e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.33585983e+02   1.34154263e+01   1.28225159e+02   1.31084642e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.34538086e+02   1.34172316e+01   4.69152880e+00   4.41123992e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    4.46846151e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.48149429e+02   1.44066954e+01   1.42246216e+02   1.41171274e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.49182266e+02   1.44112082e+01   4.96871090e+00   3.97367090e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    4.73101664e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.44001633e+02   1.71915283e+01   1.38383652e+02   1.67505341e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.44998596e+02   1.72059441e+01   5.11095285e+00   5.82166016e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    4.59753656e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  1.29263840e+02   1.69987354e+01   1.24666679e+02   1.61655693e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    1.30201401e+02   1.70255241e+01   5.02078676e+00   4.76057678e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    4.16419744e+00]</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"> [  2.00222214e+02   1.42746716e+01   1.92850128e+02   1.42821665e+01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    2.01731308e+02   1.41732407e+01   4.05430269e+00   1.96176186e-01</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    3.43443561e+00]]</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">39</span><span style=" color:#000080;">]:</span> runfile('/Users/macbook/college/Final Year/Major Project/scattermatrix.py', wdir='/Users/macbook/college/Final Year/Major Project')</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" text-decoration: underline; color:#a52a2a;">Reloaded modules</span><span style=" color:#a52a2a;">: dataFile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">(34, 9)</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">(12, 9)</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">40</span><span style=" color:#000080;">]:</span> runfile('/Users/macbook/college/Final Year/Major Project/scattermatrix.py', wdir='/Users/macbook/college/Final Year/Major Project')</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" text-decoration: underline; color:#a52a2a;">Reloaded modules</span><span style=" color:#a52a2a;">: dataFile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">(12, 9)</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">('Mean Vector:\n', array([[ 43.14491477],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 34.22411608],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 48.71640305],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 37.16941546],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 42.67141473],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 30.84639813],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 33.20458594],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 49.54349603],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 54.73444855],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 54.31361583],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 49.33142118],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 71.69096034]]))</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">41</span><span style=" color:#000080;">]:</span> runfile('/Users/macbook/college/Final Year/Major Project/scattermatrix.py', wdir='/Users/macbook/college/Final Year/Major Project')</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" text-decoration: underline; color:#a52a2a;">Reloaded modules</span><span style=" color:#a52a2a;">: dataFile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">(12, 9)</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">Traceback <span style=" color:#4682b4;">(most recent call last)</span>:</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;&lt;ipython-input-41-9f1b2daa1338&gt;&quot;</span>, line <span style=" color:#006400;">1</span>, in <span style=" color:#9400d3;">&lt;module&gt;</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    runfile('/Users/macbook/college/Final Year/Major Project/scattermatrix.py', wdir='/Users/macbook/college/Final Year/Major Project')</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/spyderlib/widgets/externalshell/sitecustomize.py&quot;</span>, line <span style=" color:#006400;">699</span>, in <span style=" color:#9400d3;">runfile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    execfile(filename, namespace)</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/spyderlib/widgets/externalshell/sitecustomize.py&quot;</span>, line <span style=" color:#006400;">81</span>, in <span style=" color:#9400d3;">execfile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    builtins.execfile(filename, *where)</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">  File <span style=" color:#006400;">&quot;/Users/macbook/college/Final Year/Major Project/scattermatrix.py&quot;</span>, line <span style=" color:#006400;">36</span>, in <span style=" color:#9400d3;">&lt;module&gt;</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">    mean_9 = np.mean(inputMatrix[:,9])</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#4682b4;">  File </span><span style=" color:#006400;">&quot;/Users/macbook/anaconda/lib/python2.7/site-packages/numpy/matrixlib/defmatrix.py&quot;</span><span style=" color:#4682b4;">, line </span><span style=" color:#006400;">318</span><span style=" color:#4682b4;">, in </span><span style=" color:#9400d3;">__getitem__</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">    out = N.ndarray.__getitem__(self, index)</span></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#8b0000;">IndexError:</span> index 9 is out of bounds for axis 1 with size 9</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">42</span><span style=" color:#000080;">]:</span> runfile('/Users/macbook/college/Final Year/Major Project/scattermatrix.py', wdir='/Users/macbook/college/Final Year/Major Project')</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" text-decoration: underline; color:#a52a2a;">Reloaded modules</span><span style=" color:#a52a2a;">: dataFile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">(12, 9)</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">('Mean Vector:\n', array([[ 122.55909602],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [  13.53594613],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 117.87597148],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [  13.03857402],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 123.44031779],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [  13.5551614 ],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [   4.11594158],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [   0.31137932],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [   3.76100485],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [  54.31361583],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [  49.33142118],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [  71.69096034]]))</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">43</span><span style=" color:#000080;">]:</span> runfile('/Users/macbook/college/Final Year/Major Project/scattermatrix.py', wdir='/Users/macbook/college/Final Year/Major Project')</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" text-decoration: underline; color:#a52a2a;">Reloaded modules</span><span style=" color:#a52a2a;">: dataFile</span></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">(12, 9)</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">('Mean Vector:\n', array([[ 122.55909602],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [  13.53594613],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 117.87597148],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [  13.03857402],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 123.44031779],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [  13.5551614 ],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [   4.11594158],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [   0.31137932],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [   3.76100485],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [  54.31361583],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [  49.33142118],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [  71.69096034]]))</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">('Scatter Matrix:\n', array([[ 78898.34372794,   2707.15538763,  74463.42507981,    986.95273222,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         79763.23395265,   3901.82978443,  -3073.76179397,  -9050.25743582,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         -7382.31636543,  27947.66102668,  24978.20620835,  39993.44511924],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [  2707.15538763,  17675.16167479,   6903.27537989,  18902.38656488,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">          2373.49485203,  16067.40930653,  19414.44370194,  29818.8317463 ,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         32444.24747821,  22083.63301347,  19737.60238902,  31599.14594499],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 74463.42507981,   6903.27537989,  71354.04630894,   5594.40921014,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         75189.21070614,   7625.32380558,   1929.52241924,  -1086.84875882,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">          1123.12523515,  31601.53275778,  28242.578487  ,  45229.14547313],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [   986.95273222,  18902.38656488,   5594.40921014,  20277.92731814,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">           609.03719634,  17137.81693505,  20895.49981839,  32203.92803191,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         34977.5958795 ,  23017.0440353 ,  20578.80688811,  32895.32818784],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 79763.23395265,   2373.49485203,  75189.21070614,    609.03719634,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         80646.42176461,   3614.05484537,  -3512.19853754,  -9773.1391917 ,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         -8140.12924805,  27817.64198471,  24862.31260874,  39805.91337758],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [  3901.82978443,  16067.40930653,   7625.32380558,  17137.81693505,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">          3614.05484537,  14638.80103779,  17546.16542213,  26866.37012782,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         29278.17159047,  20527.37464555,  18342.50957098,  29395.91146375],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ -3073.76179397,  19414.44370194,   1929.52241924,  20895.49981839,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         -3512.19853754,  17546.16542213,  21803.03893572,  33816.13315731,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         36605.13877177,  22366.14411544,  19984.55808668,  32036.6424014 ],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ -9050.25743582,  29818.8317463 ,  -1086.84875882,  32203.92803191,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         -9773.1391917 ,  26866.37012782,  33816.13315731,  52684.59245162,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         56897.38953745,  32996.56180045,  29484.58868943,  47252.61413702],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ -7382.31636543,  32444.24747821,   1123.12523515,  34977.5958795 ,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         -8140.12924805,  29278.17159047,  36605.13877177,  56897.38953745,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         61521.23441336,  36673.5755534 ,  32769.61656171,  52522.05324379],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 27947.66102668,  22083.63301347,  31601.53275778,  23017.0440353 ,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         27817.64198471,  20527.37464555,  22366.14411544,  32996.56180045,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         36673.5755534 ,  35281.15004633,  31531.78349205,  50491.35643407],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 24978.20620835,  19737.60238902,  28242.578487  ,  20578.80688811,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         24862.31260874,  18342.50957098,  19984.55808668,  29484.58868943,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         32769.61656171,  31531.78349205,  28183.95050651,  45109.21190161],</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">       [ 39993.44511924,  31599.14594499,  45229.14547313,  32895.32818784,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         39805.91337758,  29395.91146375,  32036.6424014 ,  47252.61413702,</p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;">         52522.05324379,  50491.35643407,  45109.21190161,  72356.18176223]]))</p>
<p style="-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><br /></p>
<p style=" margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px;"><span style=" color:#000080;">In [</span><span style=" font-weight:600; color:#000080;">44</span><span style=" color:#000080;">]:</span> </p></body></html>