Run
1851499

Run 1851499

Task 58 (Supervised Classification) waveform-5000 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
0.9602
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8437
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7664
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3483.1394
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1652
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8442
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8442
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3717
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2752
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5837
Cross-validation details (10-fold Crossvalidation)
Total cost