Run
1815594

Run 1815594

Task 14968 (Supervised Classification) cylinder-bands Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(86)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(86)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(86)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(86)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.6968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7051
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3947
Cross-validation details (10-fold Crossvalidation)
KB relative information score
210.6232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2944
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
0.7048
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7056
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.7056
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6034
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5426
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0986
Cross-validation details (10-fold Crossvalidation)