Run
545738

Run 545738

Task 3815 (Supervised Classification) prnn_fglass Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(3)Learner classif.mda from package(s) !mda.
classif.mda(3)_keep.fittedFALSE
classif.mda(3)_start.methodlvq
classif.mda(3)_seed1
classif.mda(3)_kindMersenne-Twister
classif.mda(3)_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
0.7438
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6302
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.506
Cross-validation details (10-fold Crossvalidation)
KB relative information score
113.7064
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1168
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2465
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6347
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6495
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1997
Cross-validation details (10-fold Crossvalidation)
Recall
0.6495
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.474
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3504
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3418
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9753
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.679
UserCPU time millis testing
0.04
UserCPU time millis training
0.639