9c889d184047c2613fb9f8473f3f8a4b11bd452d,experiments/fashion.py,,,#,24

Before Change

    y = clf.evaluate(x_test, y_test)
    print(y)
    // MLP for Pima Indians Dataset with 10-fold cross validation
    scores = clf.cross_validate(X, Y, 10)
    print(scores)
    print(np.mean(scores))
    print(np.std(scores))

    // split into input (X) and output (Y) variables
    // define 10-fold cross validation test harness

After Change

    clf = ImageClassifier(searcher_type="bayesian", path="/home/haifeng/fashion", verbose=False)

    clf.fit(x_train, y_train, time_limit=12*60*60)
    clf.final_fit(x_train, y_train, x_test, y_test)
    y = clf.evaluate(x_test, y_test)
    print(y)
    // MLP for Pima Indians Dataset with 10-fold cross validation
    // scores = clf.cross_validate(X, Y, 10)

Instances