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shantanuo/model.py

Forked from sahil280114/model.py
Created October 9, 2019 05:33
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model.py
clf = Pipeline([("dct", DictVectorizer()), ("svc", LinearSVC())])
params = {
"svc__C": [1e15, 1e13, 1e11, 1e9, 1e7, 1e5, 1e3, 1e1, 1e-1, 1e-3, 1e-5]
}
gs = GridSearchCV(clf, params, cv=10, verbose=2, n_jobs=-1)
gs.fit(X, y)
model = gs.best_estimator_
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