Run
514017

Run 514017

Task 9971 (Supervised Classification) ilpd Uploaded 28-01-2016 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
0.5488
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1081
Cross-validation details (10-fold Crossvalidation)
KB relative information score
74.4463
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3293
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6384
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.805
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5739
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2693
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.274
UserCPU time millis testing
0.072
UserCPU time millis training
0.202