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@@ -137,12 +137,12 @@ class LightGBM(object):
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)
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test_data = lgb.Dataset(X_test, label=Y_test, reference=train_data)
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params = {
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- 'bagging_fraction': 0.7938866919252519,
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- 'bagging_freq': 7,
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- 'feature_fraction': 0.9687508340232414,
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- 'learning_rate': 0.09711720243493492,
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- 'min_child_samples': 89,
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- 'num_leaves': 35,
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+ 'bagging_fraction': 0.9323330736797192,
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+ 'bagging_freq': 1,
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+ 'feature_fraction': 0.8390650729441467,
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+ 'learning_rate': 0.07595782999760721,
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+ 'min_child_samples': 93,
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+ 'num_leaves': 36,
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'num_threads': 16
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}
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