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| 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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