diff --git a/function.py b/function.py index 8e039d7..e144c58 100644 --- a/function.py +++ b/function.py @@ -32,7 +32,7 @@ def sigmoid(intX): return 1.0 / (1 + np.exp(-intX)) -def stocGradAscent1(X, y, numIter=150): +def train_logreg(X, y, numIter=150): m, n = X.shape weights = np.ones(n) for j in range(numIter): @@ -84,7 +84,7 @@ def accuracy(X, y, weights): def colicTest(): X_train, y_train = load_data("./horse-colic.data") X_test, y_test = load_data("./horse-colic.test") - trainWeights = stocGradAscent1(X_train, y_train, 500) + trainWeights = train_logreg(X_train, y_train, 500) errorCount = 0 numTestVec = 0.0 for x, true_label in zip(X_test, y_test):