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config.json
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config.json
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{
"time_range": [
"5Min", "10Min", "15Min"
],
"model": {
"BP": {
"layer_sizes": [4, 4, 1],
"train_kwargs": {
}
},
"GABP": {
"layer_sizes": [4, 100, 1],
"ga_parameter": {
"max_iter_count": 100,
"crossover_pair_count": 1,
"crossover_value": 0.1,
"mutation_value": 0.1
},
"train_kwargs": {}
},
"SVR": {
"train_kwargs": {}
},
"GASVR": {
"train_kwargs": {},
"parameter_list": ["C", "epsilon"],
"parameter_scaler": [[0, 1], [0, 1]],
"ga_parameter": {
"max_iter_count": 50,
"crossover_pair_count": 1,
"crossover_value": 0.1,
"mutation_value": 0.1
}
},
"LSSVR": {
},
"GALSSVR": {
"train_kwargs": {},
"parameter_list": ["C", "gamma"],
"parameter_scaler": [[0, 1], [0, 1]],
"ga_parameter": {
"max_iter_count": 100,
"crossover_pair_count": 1,
"crossover_value": 0.1,
"mutation_value": 0.1
}
},
"GAKNNLSSVR": {
"train_kwargs": {},
"knn_kwargs": {},
"parameter_list": ["C", "gamma"],
"parameter_scaler": [[0, 10], [0, 1]],
"ga_parameter": {
"max_iter_count": 100,
"crossover_pair_count": 1,
"crossover_value": 0.1,
"mutation_value": 0.1
}
}
}
}