Run
8869830

Run 8869830

Task 3903 (Supervised Classification) pc3 Uploaded 02-03-2018 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart(47)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(47)_xval0
mlr.classif.rpart(47)_openml.seed1
mlr.classif.rpart(47)_openml.kindMersenne-Twister
mlr.classif.rpart(47)_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
0.5652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1731
Cross-validation details (10-fold Crossvalidation)
KB relative information score
270.6085
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8545
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1164
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.29
UserCPU time millis testing
0.05
UserCPU time millis training
0.24