Run
465110

Run 465110

Task 4496 (Supervised Classification) rabe_97 Uploaded 11-07-2015 by Joaquin Vanschoren
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Flow

classif.lda(4)Learner classif.lda from package(s) MASS.

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8941
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8956
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7894
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
362.8293
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1043
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
460
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.8956
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8957
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.995
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8957
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2102
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.323
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6485
Cross-validation details (10 times 10-fold Crossvalidation)