Run
521904

Run 521904

Task 3627 (Supervised Classification) cpu_act Uploaded 07-02-2016 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
0.8529
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7563
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6195.8895
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0959
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9041
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9041
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2274
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6744
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
100.538
UserCPU time millis testing
0.081
UserCPU time millis training
100.457