Run
572299

Run 572299

Task 9976 (Supervised Classification) madelon Uploaded 08-05-2016 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
0.7673
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1390
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2327
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.768
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7673
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7673
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4654
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4824
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9648
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
6.809
UserCPU time millis testing
0.643
UserCPU time millis training
6.166