modelData.py 文件源码

def getScores(labels_true, labels_pred):
    str2 = "Average Precision: "+ str(precision_score(labels_true, labels_pred, average='weighted'))+'\n'
    str2 += "Average Recall: "+ str( recall_score(labels_true, labels_pred, average='weighted'))+'\n'
    str2 += "Average F1-measure: "+ str( f1_score(labels_true, labels_pred, average='weighted'))+'\n'
    str2 += "Accuracy score: "+ str( accuracy_score(labels_true, labels_pred))+'\n'

    str2 += "Mean absolute error (sklearn) on the test set is:"+ str( mean_absolute_error(labels_true, labels_pred))+'\n'
    str2 += "Average Mean absolute error, and per class (official): "+ str(mae(labels_true, labels_pred))+'\n'
    str2 += "Average Mean absolute error (official): " + str(mae(labels_true, labels_pred)[1])+'\n'



    print(str2)
    return str2