Run
1815599

Run 1815599

Task 14969 (Supervised Classification) GesturePhaseSegmentationProcessed Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(87)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(87)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(87)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(87)_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
0.695
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5265
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3886
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4224.5954
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3065
Cross-validation details (10-fold Crossvalidation)
Number of instances
9873
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5247
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5405
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1936
Cross-validation details (10-fold Crossvalidation)
Recall
0.5405
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5998
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3915
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4287
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0952
Cross-validation details (10-fold Crossvalidation)
Total cost