Run
8886958

Run 8886958

Task 167133 (Supervised Classification) CIFAR_10_small Uploaded 18-03-2018 by Giannarakis
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Flow

sklearn.pipeline.Pipeline(standardscaler=sklearn.preprocessing.data.Standar dScaler,pca=sklearn.decomposition.pca.PCA,kneighborsclassifier=sklearn.neig hbors.classification.KNeighborsClassifier)(2)Automatically created scikit-learn flow.
sklearn.preprocessing.data.StandardScaler(4)_copytrue
sklearn.preprocessing.data.StandardScaler(4)_with_meantrue
sklearn.preprocessing.data.StandardScaler(4)_with_stdtrue
sklearn.neighbors.classification.KNeighborsClassifier(21)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(21)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(21)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(21)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(21)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(21)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(21)_p2
sklearn.neighbors.classification.KNeighborsClassifier(21)_weights"uniform"
sklearn.decomposition.pca.PCA(3)_copytrue
sklearn.decomposition.pca.PCA(3)_iterated_power"auto"
sklearn.decomposition.pca.PCA(3)_n_components50
sklearn.decomposition.pca.PCA(3)_random_state19033
sklearn.decomposition.pca.PCA(3)_svd_solver"auto"
sklearn.decomposition.pca.PCA(3)_tol0.0
sklearn.decomposition.pca.PCA(3)_whitenfalse
sklearn.pipeline.Pipeline(standardscaler=sklearn.preprocessing.data.StandardScaler,pca=sklearn.decomposition.pca.PCA,kneighborsclassifier=sklearn.neighbors.classification.KNeighborsClassifier)(2)_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

0.7457 ± 0.0071
Per class
Cross-validation details (10-fold Crossvalidation)
0.3551 ± 0.0072
Per class
Cross-validation details (10-fold Crossvalidation)
0.287 ± 0.0081
Cross-validation details (10-fold Crossvalidation)
7601.1079 ± 13.4591
Cross-validation details (10-fold Crossvalidation)
0.1403 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
20000
Per class
Cross-validation details (10-fold Crossvalidation)
0.4067 ± 0.0085
Per class
Cross-validation details (10-fold Crossvalidation)
0.3587 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
3.3218
Cross-validation details (10-fold Crossvalidation)
0.3587 ± 0.0073
Per class
Cross-validation details (10-fold Crossvalidation)
0.7794 ± 0.0049
Cross-validation details (10-fold Crossvalidation)
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
0.288 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
0.9598 ± 0.006
Cross-validation details (10-fold Crossvalidation)