Run
510803

Run 510803

Task 3812 (Supervised Classification) arsenic-female-bladder Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_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
0.6103
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8281
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2537
Cross-validation details (10-fold Crossvalidation)
KB relative information score
105.1174
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1592
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8198
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8408
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.8408
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6468
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.399
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1394
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.17
UserCPU time millis testing
0.046
UserCPU time millis training
0.124