Run
523854

Run 523854

Task 3485 (Supervised Classification) scene Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.lda(11)Learner classif.lda from package(s) MASS.
classif.lda(11)_seed1
classif.lda(11)_kindMersenne-Twister
classif.lda(11)_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
0.9696
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9887
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.961
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2294.9354
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0112
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9889
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9888
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2762
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
24.179
UserCPU time millis testing
0.634
UserCPU time millis training
23.545