Run
513778

Run 513778

Task 9926 (Supervised Classification) volcanoes-a4 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
0.7136
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8842
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
337.8713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0412
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0751
Cross-validation details (10-fold Crossvalidation)
Number of instances
1515
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.897
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6736
Cross-validation details (10-fold Crossvalidation)
Recall
0.897
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5486
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2029
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0531
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.501
UserCPU time millis testing
0.14
UserCPU time millis training
6.361