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dropout1.json
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dropout1.json
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{
"Input size of 6 - No dropout": {
"datasize": 122736,
"testsize": 122736,
"lag": 6,
"neurons": 512,
"drop": 0.0,
"nlayers": 2,
"activation": "relu",
"activation_r": "sigmoid",
"rnn": "LSTM",
"batch": 1000,
"epochs": 10000,
"validation_patience": 30
},
"Input size of 6 - 25% dropout": {
"datasize": 122736,
"testsize": 122736,
"lag": 6,
"neurons": 512,
"drop": 0.25,
"nlayers": 2,
"activation": "relu",
"activation_r": "sigmoid",
"rnn": "LSTM",
"batch": 1000,
"epochs": 10000,
"validation_patience": 30
},
"Input size of 6 - 50% dropout": {
"datasize": 122736,
"testsize": 122736,
"lag": 6,
"neurons": 512,
"drop": 0.5,
"nlayers": 2,
"activation": "relu",
"activation_r": "sigmoid",
"rnn": "LSTM",
"batch": 1000,
"epochs": 10000,
"validation_patience": 30
},
"Input size of 6 - 75% dropout": {
"datasize": 122736,
"testsize": 122736,
"lag": 6,
"neurons": 512,
"drop": 0.75,
"nlayers": 2,
"activation": "relu",
"activation_r": "sigmoid",
"rnn": "LSTM",
"batch": 1000,
"epochs": 10000,
"validation_patience": 30
}
}