baseline/python/mead/config/dbpedia.json at master · ijindal/baseline · GitHub

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{

    "basedir": "dbpedia",
    "task": "classify",
    "batchsz": 1024,
    "features": [
	{
	    "name": "word",
	    "vectorizer": {
		"type": "token1d",
		"transform": "baseline.lowercase"
	    },
	    "embeddings": {
		"label": "w2v-gn"
	    }
	}
    ],
    "preproc": {
	"mxlen": 100,
	"clean": true
    },
    "backend": "tensorflow",
    "dataset": "dbpedia",
    "loader": {
	"reader_type": "default"
    },
    "unif": 0.25,
    "model": {
	"model_type": "default",
	"filtsz": [1,2,3,4,5,7],
	"cmotsz": 400,
	"dropout": 0.5,
	"finetune": true
    },
    "word_embeddings": {
	"label": "glove-42B"
    },
    "train": {
	"epochs": 80,
	"optim": "sgd",
	"eta": 0.02,
	"early_stopping_metric": "acc"
    }
}