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31 lines
566 B
Python
31 lines
566 B
Python
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'''!
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* Copyright (c) 2020 Microsoft Corporation. All rights reserved.
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* Licensed under the MIT License.
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'''
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N_SPLITS = 5
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RANDOM_SEED = 1
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SPLIT_RATIO = 0.1
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HISTORY_SIZE = 10000000
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MEM_THRES = 4*(1024**3)
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SMALL_LARGE_THRES = 10000000
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MIN_SAMPLE_TRAIN = 10000
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MIN_SAMPLE_VAL = 10000
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CV_HOLDOUT_THRESHOLD = 100000
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BASE_Const = 2
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BASE_LOWER_BOUND = 2**(0.01)
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ETI_INI = {
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'lgbm':1,
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'xgboost':1.6,
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'xgboost_nb':1.6,
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'rf':2,
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'lrl1':160,
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'lrl2':25,
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'linear_svc':16,
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'kneighbor':30,
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'catboost':15,
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'extra_tree':1.9,
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'nn':50,
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}
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