Run
514061

Run 514061

Task 3905 (Supervised Classification) mc2 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
0.6028
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6485
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2025
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.5182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.354
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4381
Cross-validation details (10-fold Crossvalidation)
Number of instances
161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6514
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.646
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9099
Cross-validation details (10-fold Crossvalidation)
Recall
0.646
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8081
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.595
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2724
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.307
UserCPU time millis testing
0.095
UserCPU time millis training
0.212