Run
516487

Run 516487

Task 10103 (Supervised Classification) volcanoes-a1 Uploaded 29-01-2016 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
0.7351
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.36
Cross-validation details (10-fold Crossvalidation)
KB relative information score
702.4069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0384
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0699
Cross-validation details (10-fold Crossvalidation)
Number of instances
3252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9041
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6323
Cross-validation details (10-fold Crossvalidation)
Recall
0.9041
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1864
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1959
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0507
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.399
UserCPU time millis testing
0.116
UserCPU time millis training
12.283