Run
519576

Run 519576

Task 9957 (Supervised Classification) qsar-biodeg Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(6)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7632
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7148
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4471
Cross-validation details (10-fold Crossvalidation)
KB relative information score
335.7685
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.291
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8073
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.709
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.709
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6506
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5394
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1409
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.985
UserCPU time millis testing
1.562
UserCPU time millis training
0.423