hyperparams.json

{    "modelHyparams": {
        "H_hiddenLayers": [
            64,
            64,
            64
        ],
        "H_outputLayerActFunc": "softmax",
        "H_outputLayerNodeNum": 2,
        "O_hiddenLayers": [
            16
        ],
        "O_outputLayerActFunc": "softmax",
        "O_outputLayerNodeNum": 2,
        "hiddenLayerActFunc": "relu",
        "sharedLayers": [0]
    },
    "trainDataHyparams": {
        "componentStats": [
                "XPEHH",
                "iHS",
                "Fst",
                "DDAF",
                "iSAFE",
                "nSL",
                "DiHH"
            ],
        "favMutNum": 10000,
        "hitchMutNum": 200000,
        "ordinaMutNum": 200000,
        "LDcutoff": 0.4
    },
    "trainHyparams": {
        "batch_size": 32,
        "early_stop_epochs": 15,
        "epochs": 100,
        "hidden_batchnorm": true,
        "hidden_dropout": 0,
        "l1_coef": 0,
        "l2_coef": 0,
        "loss": "BinaryCrossentropy",
        "lr": 0.01,
        "optimizer_H": "Adadelta",
        "optimizer_O": "Adam",
        "reduce_lr_epochs": 10,
        "init":"glorot_uniform"
    }
}