Run
1825285

Run 1825285

Task 14968 (Supervised Classification) cylinder-bands Uploaded 21-09-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.rpart.preproc(16)Learner mlr.classif.rpart.preproc from package(s) rpart.
mlr.classif.rpart.preproc(16)_minsplit4
mlr.classif.rpart.preproc(16)_minbucket2
mlr.classif.rpart.preproc(16)_cp0.000649375835741967
mlr.classif.rpart.preproc(16)_xval0
mlr.classif.rpart.preproc(16)_openml.seed1
mlr.classif.rpart.preproc(16)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc(16)_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
0.7331
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.716
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4169
Cross-validation details (10-fold Crossvalidation)
KB relative information score
220.2519
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2868
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7156
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7167
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.7167
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5121
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0368
Cross-validation details (10-fold Crossvalidation)