f4e67efbb245f7a452bd8746db1fd37c0b14eb29,autosklearn/data/xy_data_manager.py,XYDataManager,__init__,#XYDataManager#Any#Any#Any#Any#Any#Any#Any#,14

Before Change

        self.info["task"] = task
        self.info["metric"] = metric
        self.info["is_sparse"] = 1 if sparse.issparse(data_x) else 0
        self.info["has_missing"] = np.all(np.isfinite(data_x))

        label_num = {
            REGRESSION: 1,

After Change

        self.info["task"] = task
        self.info["metric"] = metric
        if sparse.issparse(data_x):
            self.info["is_sparse"] = 1
            self.info["has_missing"] = np.all(np.isfinite(data_x.data))
        else:
            self.info["is_sparse"] = 0
            self.info["has_missing"] = np.all(np.isfinite(data_x))

        label_num = {
            REGRESSION: 1,
            BINARY_CLASSIFICATION: 2,
            MULTICLASS_CLASSIFICATION: len(np.unique(y)),

Instances