Run
520679

Run 520679

Task 3681 (Supervised Classification) puma8NH Uploaded 05-02-2016 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

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8221
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6443
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5277.9188
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1779
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8221
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8221
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8221
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3557
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4217
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8435
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
35.877
UserCPU time millis testing
0.062
UserCPU time millis training
35.815