Run
508537

Run 508537

Task 3599 (Supervised Classification) machine_cpu Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(1)Learner classif.mda from package(s) !mda.
classif.mda(1)_keep.fittedFALSE
classif.mda(1)_start.methodlvq
classif.mda(1)_seed1
classif.mda(1)_kindMersenne-Twister
classif.mda(1)_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
0.8741
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9209
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7931
Cross-validation details (10-fold Crossvalidation)
KB relative information score
163.6858
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0766
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3933
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9241
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8417
Cross-validation details (10-fold Crossvalidation)
Recall
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1946
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4429
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2767
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6247
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.673
UserCPU time millis testing
0.042
UserCPU time millis training
0.631