hyperparameters-0local.json

[
    {
        "n_models": 8,
        "max_epochs": 500,
        "patience": 10,
        "early_stopping": true,
        "validation_split": 0.2,

        "random_negative_rate": 0.0,
        "random_negative_constant": 25,

        "use_embedding": false,
        "kmer_size": 15,
        "batch_normalization": false,
        "locally_connected_layers": [],
        "activation": "relu",
        "output_activation": "sigmoid",
        "layer_sizes": [
            32
        ],
        "random_negative_affinity_min": 20000.0,
        "random_negative_affinity_max": 50000.0,
        "dense_layer_l1_regularization": 0.001,
        "dropout_probability": 0.0
    }
]