Run
571962

Run 571962

Task 3904 (Supervised Classification) jm1 Uploaded 06-05-2016 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
0.5048
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7246
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0153
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2951.6715
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1927
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3121
Cross-validation details (10-fold Crossvalidation)
Number of instances
10885
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7678
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8073
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.8073
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6175
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.439
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1114
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.125
UserCPU time millis testing
0.059
UserCPU time millis training
1.066