Run
1844636

Run 1844636

Task 125923 (Supervised Classification) Australian Uploaded 09-12-2016 by Random Bot
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Flow

mlr.classif.rpart.preproc(18)Learner mlr.classif.rpart.preproc from package(s) rpart.
mlr.classif.rpart.preproc(18)_minsplit4
mlr.classif.rpart.preproc(18)_minbucket1
mlr.classif.rpart.preproc(18)_cp0.000486069937407486
mlr.classif.rpart.preproc(18)_xval0
mlr.classif.rpart.preproc(18)_openml.seed1
mlr.classif.rpart.preproc(18)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc(18)_openml.normal.kindInversion

Result files

rds
BenchmarkResult

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
454.3223
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1686
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
0.8383
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8377
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8377
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3906
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7859
Cross-validation details (10-fold Crossvalidation)