Run
571953

Run 571953

Task 3904 (Supervised Classification) jm1 Uploaded 06-05-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(5)Learner classif.mda from package(s) !mda.
classif.mda(5)_keep.fittedFALSE
classif.mda(5)_start.methodlvq
classif.mda(5)_openml.seed1
classif.mda(5)_openml.kindMersenne-Twister
classif.mda(5)_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.

20 Evaluation measures

Area under ROC curve
0.5435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7551
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1254
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3099.1121
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1892
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3121
Cross-validation details (10-fold Crossvalidation)
Number of instances
10885
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8108
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.8108
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.606
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.101
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
148.066
UserCPU time millis testing
0.077
UserCPU time millis training
147.989