Run
513815

Run 513815

Task 9925 (Supervised Classification) volcanoes-a3 Uploaded 28-01-2016 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
0.7387
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8815
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3498
Cross-validation details (10-fold Crossvalidation)
KB relative information score
309.1342
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0426
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0757
Cross-validation details (10-fold Crossvalidation)
Number of instances
1521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8709
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6785
Cross-validation details (10-fold Crossvalidation)
Recall
0.8935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0664
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.795
UserCPU time millis testing
0.116
UserCPU time millis training
5.679