質問編集履歴
2
CSVファイルとソースの追加
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ソース
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CSV
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CSVファイル
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```ここに言語を入力
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1
ソースとCSVデータの追加
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test
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エラー文の意味がわかる方がいましたら教えてください。
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+
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プログラム
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```python
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26
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27
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import pandas as pd
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from sklearn.model_selection import train_test_split
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from sklearn.svm import SVC
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from sklearn.metrics import accuracy_score
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36
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37
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# データの読み込み --- (*1)
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38
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39
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analysisresults_data = pd.read_csv("analysis_resultstableZZZ.csv",encoding="utf-8")
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40
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# データをラベルと入力データに分離する --- (*2)
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y = analysisresults_data.loc[:,"analysis_result"]
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x = analysisresults_data.loc[:,["id","signatures_id","hit_count"]]
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50
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# 学習用とテスト用に分離する --- (*3)
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53
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x_train, x_test, y_train, y_test = train_test_split(x, y, test_size = 0.2, train_size = 0.8, shuffle = True, random_state=0)
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# 学習する --- (*4)
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clf = SVC()
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clf.fit(x_train, y_train)
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64
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# 評価する --- (*5)
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y_pred = clf.predict(x_test)
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print("正解率 = " , accuracy_score(y_test, y_pred))
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```
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74
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75
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76
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77
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CSVデータ
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79
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```ここに言語を入力
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80
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81
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id,signatures_id,hit_count,analysis_result
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82
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83
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4,12,4,0
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84
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85
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5,12,3,0
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86
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87
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6,12,3,0
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88
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89
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7,12,3,0
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90
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91
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8,12,3,0
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92
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93
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11,10,2,0
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94
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95
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21,10,8,0
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96
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97
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22,12,2,0
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98
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99
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23,10,2,0
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100
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101
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24,10,4,0
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102
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103
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25,10,2,0
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104
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105
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26,10,4,0
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106
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107
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27,10,2,0
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108
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109
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28,10,4,0
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110
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111
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33,10,2,0
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112
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113
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34,12,4,0
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114
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115
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35,10,4,0
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116
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117
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36,10,8,0
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118
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119
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37,10,4,0
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120
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121
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```
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