Run
573200

Run 573200

Task 14966 (Supervised Classification) Bioresponse 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
0.617
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5989
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2223
Cross-validation details (10-fold Crossvalidation)
KB relative information score
936.9162
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3713
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6482
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6292
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.6292
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7479
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2191
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
234.911
UserCPU time millis testing
212.777
UserCPU time millis training
22.134