Run
472292

Run 472292

Task 4418 (Supervised Classification) schlvote Uploaded 13-08-2015 by Joaquin Vanschoren
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Flow

classif.lda(5)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
0.6046
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7279
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2552
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
125.8325
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2368
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3934
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
380
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.7382
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7632
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8485
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7632
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.602
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4405
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4867
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.1048
Cross-validation details (10 times 10-fold Crossvalidation)