Run
1851581

Run 1851581

Task 3485 (Supervised Classification) scene Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.mda.preproc(1)Learner mlr.classif.mda.preproc from package(s) !mda.
mlr.classif.mda.preproc(1)_keep.fittedFALSE
mlr.classif.mda.preproc(1)_start.methodlvq
mlr.classif.mda.preproc(1)_openml.seed1
mlr.classif.mda.preproc(1)_openml.kindMersenne-Twister
mlr.classif.mda.preproc(1)_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.

17 Evaluation measures

Area under ROC curve
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9887
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.961
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2289.3728
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9889
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9888
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0397
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2739
Cross-validation details (10-fold Crossvalidation)