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optimization_results.md

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Model: flat

Base classifier: lightgbm

Parameters Scores Average Standard deviation
{'num_leaves': 31, 'n_estimators': 100, 'min_child_samples': 20} [0.469, 0.423, 0.195, 0.409, 0.29] 0.357 0.100
{'num_leaves': 62, 'n_estimators': 100, 'min_child_samples': 40} [0.225, 0.47, 0.313, 0.373, 0.299] 0.336 0.082
{'num_leaves': 31, 'n_estimators': 100, 'min_child_samples': 40} [0.248, 0.37, 0.459, 0.438, 0.476] 0.398 0.083
{'num_leaves': 62, 'n_estimators': 200, 'min_child_samples': 40} [0.453, 0.177, 0.455, 0.357, 0.135] 0.316 0.135
{'num_leaves': 62, 'n_estimators': 200, 'min_child_samples': 20} [0.403, 0.471, 0.158, 0.385, 0.376] 0.358 0.106
{'num_leaves': 31, 'n_estimators': 200, 'min_child_samples': 40} [0.338, 0.397, 0.46, 0.401, 0.444] 0.408 0.043
{'num_leaves': 31, 'n_estimators': 200, 'min_child_samples': 20} [0.296, 0.48, 0.2, 0.203, 0.244] 0.285 0.104
{'num_leaves': 62, 'n_estimators': 100, 'min_child_samples': 20} [0.463, 0.368, 0.477, 0.076, 0.452] 0.367 0.151