Run
8885436

Run 8885436

Task 167133 (Supervised Classification) CIFAR_10_small Uploaded 14-03-2018 by Emma van Zoelen
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Flow

sklearn.pipeline.Pipeline(pca=sklearn.decomposition.pca.PCA,bnb=sklearn.nai ve_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_components200
sklearn.decomposition.pca.PCA(2)_random_state44786
sklearn.decomposition.pca.PCA(2)_svd_solver"auto"
sklearn.decomposition.pca.PCA(2)_tol0.0
sklearn.decomposition.pca.PCA(2)_whitenfalse
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
sklearn.pipeline.Pipeline(pca=sklearn.decomposition.pca.PCA,bnb=sklearn.naive_bayes.BernoulliNB)(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

Area under ROC curve
0.7551 ± 0.0057
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3181 ± 0.0048
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2455 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4907.4909 ± 7.243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1598 ± 0.0004
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
0.3167 ± 0.0045
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.321 ± 0.0049
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.321 ± 0.0049
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8878 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2833 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9443 ± 0.0027
Cross-validation details (10-fold Crossvalidation)