Run
1851245

Run 1851245

Task 21 (Supervised Classification) car Uploaded 11-03-2017 by Giuseppe Casalicchio
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8482
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6764
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1032.2532
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0946
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8521
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8547
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2318
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6855
Cross-validation details (10-fold Crossvalidation)