Run
10229148

Run 10229148

Task 10101 (Supervised Classification) blood-transfusion-service-center Uploaded 09-07-2019 by Jan Ernsting
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Flow

sklearn.pipeline.Pipeline(pca=sklearn.decomposition.pca.PCA,binarizer=sklea rn.preprocessing.data.Binarizer,clf=sklearn.tree.tree.DecisionTreeClassifie r)(1)Automatically created scikit-learn flow.
sklearn.tree.tree.DecisionTreeClassifier(43)_class_weightnull
sklearn.tree.tree.DecisionTreeClassifier(43)_criterion"gini"
sklearn.tree.tree.DecisionTreeClassifier(43)_max_depthnull
sklearn.tree.tree.DecisionTreeClassifier(43)_max_featuresnull
sklearn.tree.tree.DecisionTreeClassifier(43)_max_leaf_nodesnull
sklearn.tree.tree.DecisionTreeClassifier(43)_min_impurity_decrease0.0
sklearn.tree.tree.DecisionTreeClassifier(43)_min_impurity_splitnull
sklearn.tree.tree.DecisionTreeClassifier(43)_min_samples_leaf1
sklearn.tree.tree.DecisionTreeClassifier(43)_min_samples_split2
sklearn.tree.tree.DecisionTreeClassifier(43)_min_weight_fraction_leaf0.0
sklearn.tree.tree.DecisionTreeClassifier(43)_presortfalse
sklearn.tree.tree.DecisionTreeClassifier(43)_random_state61961
sklearn.tree.tree.DecisionTreeClassifier(43)_splitter"best"
sklearn.pipeline.Pipeline(pca=sklearn.decomposition.pca.PCA,binarizer=sklearn.preprocessing.data.Binarizer,clf=sklearn.tree.tree.DecisionTreeClassifier)(1)_memorynull
sklearn.pipeline.Pipeline(pca=sklearn.decomposition.pca.PCA,binarizer=sklearn.preprocessing.data.Binarizer,clf=sklearn.tree.tree.DecisionTreeClassifier)(1)_steps[{"oml-python:serialized_object": "component_reference", "value": {"key": "pca", "step_name": "pca"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "binarizer", "step_name": "binarizer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "clf", "step_name": "clf"}}]
sklearn.pipeline.Pipeline(pca=sklearn.decomposition.pca.PCA,binarizer=sklearn.preprocessing.data.Binarizer,clf=sklearn.tree.tree.DecisionTreeClassifier)(1)_verbosefalse
sklearn.decomposition.pca.PCA(9)_copytrue
sklearn.decomposition.pca.PCA(9)_iterated_power"auto"
sklearn.decomposition.pca.PCA(9)_n_componentsnull
sklearn.decomposition.pca.PCA(9)_random_state11018
sklearn.decomposition.pca.PCA(9)_svd_solver"auto"
sklearn.decomposition.pca.PCA(9)_tol0.0
sklearn.decomposition.pca.PCA(9)_whitenfalse
sklearn.preprocessing.data.Binarizer(4)_copytrue
sklearn.preprocessing.data.Binarizer(4)_threshold0.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

0.6733 ± 0.0512
Per class
Cross-validation details (10-fold Crossvalidation)
0.7338 ± 0.0493
Per class
Cross-validation details (10-fold Crossvalidation)
0.2251 ± 0.1258
Cross-validation details (10-fold Crossvalidation)
-0.0086 ± 0.1323
Cross-validation details (10-fold Crossvalidation)
0.3387 ± 0.0383
Cross-validation details (10-fold Crossvalidation)
0.363 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
748
Per class
Cross-validation details (10-fold Crossvalidation)
0.7261 ± 0.0487
Per class
Cross-validation details (10-fold Crossvalidation)
0.7553 ± 0.0623
Cross-validation details (10-fold Crossvalidation)
0.7916 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
0.7553 ± 0.0623
Per class
Cross-validation details (10-fold Crossvalidation)
0.933 ± 0.1045
Cross-validation details (10-fold Crossvalidation)
0.4258 ± 0.0027
Cross-validation details (10-fold Crossvalidation)
0.4415 ± 0.0583
Cross-validation details (10-fold Crossvalidation)
1.0368 ± 0.1353
Cross-validation details (10-fold Crossvalidation)