Run
8869809

Run 8869809

Task 23 (Supervised Classification) cmc 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
0.6543
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5499
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
524.1995
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2955
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5567
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5567
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5436
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1714
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.18
UserCPU time millis testing
0.11
UserCPU time millis training
0.07