Run
573129

Run 573129

Task 14967 (Supervised Classification) cjs Uploaded 29-05-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(9)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(9)_openml.seed1
classif.naiveBayes(9)_openml.kindMersenne-Twister
classif.naiveBayes(9)_openml.normal.kindInversion

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.

20 Evaluation measures

Area under ROC curve
0.7325
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3605
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1001.4503
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1819
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2729
Cross-validation details (10-fold Crossvalidation)
Number of instances
2796
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4351
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4549
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.4549
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6668
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3694
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3954
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0704
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.365
UserCPU time millis testing
3.025
UserCPU time millis training
0.34