Run
8869871

Run 8869871

Task 146818 (Supervised Classification) Australian 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
0.8526
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8537
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
484.4043
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1464
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8539
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8536
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8536
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2963
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3826
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7699
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.15
UserCPU time millis testing
0.06
UserCPU time millis training
0.09