Run
8884676

Run 8884676

Task 167133 (Supervised Classification) CIFAR_10_small Uploaded 12-03-2018 by Bhoomica Nataraja
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Flow

sklearn.pipeline.Pipeline(pca=sklearn.decomposition.pca.PCA,Classifier=skle arn.naive_bayes.BernoulliNB)(1)Automatically created scikit-learn flow.
sklearn.decomposition.pca.PCA(2)_copytrue
sklearn.decomposition.pca.PCA(2)_iterated_power"auto"
sklearn.decomposition.pca.PCA(2)_n_components0.9
sklearn.decomposition.pca.PCA(2)_random_state18349
sklearn.decomposition.pca.PCA(2)_svd_solver"auto"
sklearn.decomposition.pca.PCA(2)_tol0.0
sklearn.decomposition.pca.PCA(2)_whitenfalse
sklearn.pipeline.Pipeline(pca=sklearn.decomposition.pca.PCA,Classifier=sklearn.naive_bayes.BernoulliNB)(1)_memorynull
sklearn.naive_bayes.BernoulliNB(4)_alpha1.0
sklearn.naive_bayes.BernoulliNB(4)_binarize0.0
sklearn.naive_bayes.BernoulliNB(4)_class_priornull
sklearn.naive_bayes.BernoulliNB(4)_fit_priortrue

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

Area under ROC curve
0.7549 ± 0.0047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3137 ± 0.0077
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2408 ± 0.0085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4741.5964 ± 7.0762
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1613 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3126 ± 0.0075
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3168 ± 0.0077
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.3168 ± 0.0077
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8959 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2837 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9455 ± 0.0026
Cross-validation details (10-fold Crossvalidation)