Run
2434486

Run 2434486

Task 3776 (Supervised Classification) fri_c2_1000_10 Uploaded 23-06-2017 by Janek Thomas
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Flow

mlr.classif.naiveBayes(8)Learner mlr.classif.naiveBayes from package(s) e1071.
mlr.classif.naiveBayes(8)_openml.seed1
mlr.classif.naiveBayes(8)_openml.kindMersenne-Twister
mlr.classif.naiveBayes(8)_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
0.7875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5774
Cross-validation details (10-fold Crossvalidation)
KB relative information score
574.4258
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.205
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4872
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.795
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9815
Cross-validation details (10-fold Crossvalidation)
Recall
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4208
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9174
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.43
UserCPU time millis testing
0.32
UserCPU time millis training
0.11