Run
572815

Run 572815

Task 14970 (Supervised Classification) har Uploaded 12-05-2016 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
0.9237
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8722
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8465
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8821.8695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0425
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2771
Cross-validation details (10-fold Crossvalidation)
Number of instances
10299
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8739
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8724
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5759
Cross-validation details (10-fold Crossvalidation)
Recall
0.8724
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1535
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3722
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2062
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.554
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
33.749
UserCPU time millis testing
1.634
UserCPU time millis training
32.115