Run
513456

Run 513456

Task 3018 (Supervised Classification) flags 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
0.7687
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6072
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5237
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.3425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0954
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2006
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6069
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6186
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5862
Cross-validation details (10-fold Crossvalidation)
Recall
0.6186
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3088
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9768
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.508
UserCPU time millis testing
0.255
UserCPU time millis training
0.253