以下のコードを実行すると、なぜかエラーが出てしまいます。
(ValueError: Length mismatch: Expected axis has 1 elements, new values have 2 elements)
お詳しい方、ご指導をお願いいたします。
y_pred_std = clf.predict(X_pred_std).flatten() print(y_pred_std[:50]) print(y_test[:50]) compare = pd.DataFrame(np.array([y_test,y_pred_std]).T) compare.columns = ['正解','予測値'] compare[:10]
[24.86740433 22.30359119 31.71576534 32.52761891 31.63410178 25.88693233 21.07515894 17.46155088 16.60679608 18.39296644 15.80763186 19.70884437 22.47479312 18.3803265 17.96495459 18.07257959 20.29210955 16.91049371 19.50175167 17.49186267 14.846172 17.12078862 15.97273836 15.12065853 15.98052488 14.50042306 15.81739873 14.48911213 17.67135571 19.09828343 13.45324495 16.81108266 12.51722343 15.12857997 13.08153136 20.93689338 20.71315586 20.42861738 22.30286696 29.00888868 35.48719263 30.65809822 24.63380414 24.53509624 22.18019432 20.0259868 20.73546208 18.39766905 15.09929938 18.72251231] [20.3 42.8 23.1 27.5 37.9 8.3 14.5 22.8 20. 31.2 20.4 22.6 23.8 17.9 10.5 16. 14.4 23. 35.1 22.9 21.6 20.1 7.4 18.9 48.8 11.7 8.5 24.8 23.6 50. 13.4 19.6 32.9 22.2 27.9 18.8 50. 33. 24.3 21. 24.2 23.9 24.1 18.3 22.6 23. 16.2 12. 5.6 23.5]
以下、エラーメッセージ
--------------------------------------------------------------------------- ValueError Traceback (most recent call last) <ipython-input-118-a381b5ded83a> in <module> 4 compare = pd.DataFrame(np.array([y_test,pred]).T) 5 compare = pd.DataFrame(np.array([y_test,y_pred_std]).T) ----> 6 compare.columns = ['正解','予測値'] 7 compare[:10] C:\python\anaconda\pgm\lib\site-packages\pandas\core\generic.py in __setattr__(self, name, value) 5078 try: 5079 object.__getattribute__(self, name) -> 5080 return object.__setattr__(self, name, value) 5081 except AttributeError: 5082 pass pandas/_libs/properties.pyx in pandas._libs.properties.AxisProperty.__set__() C:\python\anaconda\pgm\lib\site-packages\pandas\core\generic.py in _set_axis(self, axis, labels) 636 637 def _set_axis(self, axis, labels): --> 638 self._data.set_axis(axis, labels) 639 self._clear_item_cache() 640 C:\python\anaconda\pgm\lib\site-packages\pandas\core\internals\managers.py in set_axis(self, axis, new_labels) 153 raise ValueError( 154 'Length mismatch: Expected axis has {old} elements, new ' --> 155 'values have {new} elements'.format(old=old_len, new=new_len)) 156 157 self.axes[axis] = new_labels ValueError: Length mismatch: Expected axis has 1 elements, new values have 2 elements
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