Run
513056

Run 513056

Task 9917 (Supervised Classification) volcanoes-e3 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.qda(2)Learner classif.qda from package(s) MASS.
classif.qda(2)_seed1
classif.qda(2)_kindMersenne-Twister
classif.qda(2)_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
0.6186
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8863
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2027
Cross-validation details (10-fold Crossvalidation)
KB relative information score
190.0431
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0376
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0643
Cross-validation details (10-fold Crossvalidation)
Number of instances
1277
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5778
Cross-validation details (10-fold Crossvalidation)
Recall
0.906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5849
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1779
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1939
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.09
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.205
UserCPU time millis testing
0.048
UserCPU time millis training
0.157