Run 8852953

Task 3481 (Supervised Classification) isolet Uploaded 27-01-2018 by Jan van Rijn
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Flow

sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.Conditiona lImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,scaling=sklea rn.preprocessing.data.StandardScaler,variencethreshold=sklearn.feature_sele ction.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.S VC)(1)	Automatically created scikit-learn flow.
openmlstudy14.preprocessing.ConditionalImputer(6)_axis	0
openmlstudy14.preprocessing.ConditionalImputer(6)_categorical_features	[]
openmlstudy14.preprocessing.ConditionalImputer(6)_copy	true
openmlstudy14.preprocessing.ConditionalImputer(6)_fill_empty	0
openmlstudy14.preprocessing.ConditionalImputer(6)_missing_values	"NaN"
openmlstudy14.preprocessing.ConditionalImputer(6)_strategy	"median"
openmlstudy14.preprocessing.ConditionalImputer(6)_strategy_nominal	"most_frequent"
openmlstudy14.preprocessing.ConditionalImputer(6)_verbose	0
sklearn.preprocessing.data.OneHotEncoder(18)_categorical_features	[]
sklearn.preprocessing.data.OneHotEncoder(18)_dtype	{"oml-python:serialized_object": "type", "value": "np.float64"}
sklearn.preprocessing.data.OneHotEncoder(18)_handle_unknown	"ignore"
sklearn.preprocessing.data.OneHotEncoder(18)_n_values	"auto"
sklearn.preprocessing.data.OneHotEncoder(18)_sparse	true
sklearn.feature_selection.variance_threshold.VarianceThreshold(12)_threshold	0.0
sklearn.preprocessing.data.StandardScaler(6)_copy	true
sklearn.preprocessing.data.StandardScaler(6)_with_mean	false
sklearn.preprocessing.data.StandardScaler(6)_with_std	true
sklearn.svm.classes.SVC(17)_C	5.1890612282658175
sklearn.svm.classes.SVC(17)_cache_size	200
sklearn.svm.classes.SVC(17)_class_weight	null
sklearn.svm.classes.SVC(17)_coef0	-0.35679198365196774
sklearn.svm.classes.SVC(17)_decision_function_shape	null
sklearn.svm.classes.SVC(17)_degree	4
sklearn.svm.classes.SVC(17)_gamma	0.043333050120872615
sklearn.svm.classes.SVC(17)_kernel	"sigmoid"
sklearn.svm.classes.SVC(17)_max_iter	-1
sklearn.svm.classes.SVC(17)_probability	true
sklearn.svm.classes.SVC(17)_random_state	46024
sklearn.svm.classes.SVC(17)_shrinking	false
sklearn.svm.classes.SVC(17)_tol	0.007175552069645398
sklearn.svm.classes.SVC(17)_verbose	false