Tests on real datasets

[sneppy]

Iris

$ time bin/main --init furthest --clusters 3 --convergence-factor 0.0625 --max-iter 256 data/iris.csv

real    0m0.008s
user    0m0.004s
sys     0m0.004s

[sneppy]

R15

$ time bin/main --init furthest --clusters 15 --convergence-factor 0.0625 --max-iter 256 data/r15.csv

real    0m0.013s
user    0m0.048s
sys     0m0.004s

[sneppy]

Aggregation

$ time bin/main --init furthest --clusters 7 --convergence-factor 0.0625 --max-iter 256 data/aggregation.csv

real    0m0.038s
user    0m0.188s
sys     0m0.000s

[sneppy]

S1

$ time bin/main --init furthest --clusters 15 --convergence-factor 0.0625 --max-iter 256 data/s1.csv

real    0m0.032s
user    0m0.112s
sys     0m0.008s

[sneppy]

S4

$ time bin/main --init furthest --clusters 15 --convergence-factor 0.0625 --max-iter 256 data/s4.csv

real    0m0.028s
user    0m0.052s
sys     0m0.012s

[sneppy]

Unbalance

$ time bin/main --init furthest --clusters 8 --convergence-factor 0.0625 --max-iter 256 data/unbalance.csv

real    0m0.024s
user    0m0.032s
sys     0m0.000s

Bad run:

Good run: