Run
8886090

Run 8886090

Task 167133 (Supervised Classification) CIFAR_10_small Uploaded 16-03-2018 by Nena ODriscoll
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Flow

sklearn.pipeline.Pipeline(scaling=sklearn.preprocessing.data.StandardScaler ,PCA=sklearn.decomposition.pca.PCA,tree=sklearn.tree.tree.DecisionTreeClass ifier)(1)Automatically created scikit-learn flow.
sklearn.preprocessing.data.StandardScaler(5)_copytrue
sklearn.preprocessing.data.StandardScaler(5)_with_meantrue
sklearn.preprocessing.data.StandardScaler(5)_with_stdtrue
sklearn.tree.tree.DecisionTreeClassifier(18)_class_weightnull
sklearn.tree.tree.DecisionTreeClassifier(18)_criterion"entropy"
sklearn.tree.tree.DecisionTreeClassifier(18)_max_depthnull
sklearn.tree.tree.DecisionTreeClassifier(18)_max_featuresnull
sklearn.tree.tree.DecisionTreeClassifier(18)_max_leaf_nodesnull
sklearn.tree.tree.DecisionTreeClassifier(18)_min_impurity_decrease0.0
sklearn.tree.tree.DecisionTreeClassifier(18)_min_impurity_splitnull
sklearn.tree.tree.DecisionTreeClassifier(18)_min_samples_leaf1
sklearn.tree.tree.DecisionTreeClassifier(18)_min_samples_split2
sklearn.tree.tree.DecisionTreeClassifier(18)_min_weight_fraction_leaf0.0
sklearn.tree.tree.DecisionTreeClassifier(18)_presortfalse
sklearn.tree.tree.DecisionTreeClassifier(18)_random_state57011
sklearn.tree.tree.DecisionTreeClassifier(18)_splitter"best"
sklearn.decomposition.pca.PCA(2)_copytrue
sklearn.decomposition.pca.PCA(2)_iterated_power"auto"
sklearn.decomposition.pca.PCA(2)_n_components100
sklearn.decomposition.pca.PCA(2)_random_state47429
sklearn.decomposition.pca.PCA(2)_svd_solver"auto"
sklearn.decomposition.pca.PCA(2)_tol0.0
sklearn.decomposition.pca.PCA(2)_whitenfalse
sklearn.pipeline.Pipeline(scaling=sklearn.preprocessing.data.StandardScaler,PCA=sklearn.decomposition.pca.PCA,tree=sklearn.tree.tree.DecisionTreeClassifier)(1)_memorynull

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

0.5795 ± 0.0067
Per class
Cross-validation details (10-fold Crossvalidation)
0.2435 ± 0.0121
Per class
Cross-validation details (10-fold Crossvalidation)
0.1589 ± 0.0133
Cross-validation details (10-fold Crossvalidation)
4168.3888 ± 25.0668
Cross-validation details (10-fold Crossvalidation)
0.1514 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
20000
Per class
Cross-validation details (10-fold Crossvalidation)
0.2441 ± 0.0122
Per class
Cross-validation details (10-fold Crossvalidation)
0.2431 ± 0.012
Cross-validation details (10-fold Crossvalidation)
3.3218
Cross-validation details (10-fold Crossvalidation)
0.2431 ± 0.012
Per class
Cross-validation details (10-fold Crossvalidation)
0.841 ± 0.0133
Cross-validation details (10-fold Crossvalidation)
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
0.3891 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
1.2969 ± 0.0102
Cross-validation details (10-fold Crossvalidation)