Run
1851359

Run 1851359

Task 36 (Supervised Classification) segment 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
0.9874
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9095
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8949
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2094.4291
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0287
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9108
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.91
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.91
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1173
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1415
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4044
Cross-validation details (10-fold Crossvalidation)