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snow-forecast's Introduction

scikit-learnによる、積雪予測サンプル

使用方法

$ python snow_forecaster.py

結果サンプル

LinearSVCのスコア:0.965627801273
AdaBoostClassifierのスコア:0.969820996581
ExtraTreesClassifierのスコア:0.961194223678
GradientBoostingClassifierのスコア:0.966826266875
RandomForestClassifierのスコア:0.958078728911
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使用するモデル: AdaBoostClassifier
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2006/2/19 00:00:00: 予想:1 実際:1
雪が積もります
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2012/2/2 00:00:00: 予想:1 実際:1
雪が積もります
------
2014/2/2 13:00:00: 予想:0 実際:0
雪は積もらないです
------
2015/2/28 00:00:00: 予想:0 実際:0
雪は積もらないです
------
[温度:0.0] [降水量:0] [昨日の温度:3.0] [昨日の積雪量:2]
判定結果: 0
雪は積もらないです
------
[温度:0.0] [降水量:0] [昨日の温度:-3.0] [昨日の積雪量:2]
判定結果: 1
雪が積もります
------

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