Run
572534

Run 572534

Task 3891 (Supervised Classification) gina_agnostic Uploaded 10-05-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(49)Learner classif.rpart from package(s) rpart.
classif.rpart(49)_xval0
classif.rpart(49)_openml.seed1
classif.rpart(49)_openml.kindMersenne-Twister
classif.rpart(49)_openml.normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

20 Evaluation measures

Area under ROC curve
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8494
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6992
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2423.5783
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1505
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8495
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8495
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3011
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.388
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.776
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.121
UserCPU time millis testing
2.042
UserCPU time millis training
15.079