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Created July 16, 2016 17:14
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sample code for skflow
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gistfile1.txt
from sklearn import metrics, cross_validation
from tensorflow.contrib import learn
iris = learn.datasets.load_iris()
X_train, X_test, y_train, y_test = cross_validation.train_test_split(
iris.data, iris.target, test_size=0.2, random_state=42)
classifier = learn.DNNClassifier(hidden_units=[10,20,10], n_classes=3)
classifier.fit(x=X_train, y=y_train, steps=200)
print(metrics.accuracy_score(classifier.predict(X_test), y_test))
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