Run
454480

Run 454480

Task 4348 (Supervised Classification) sleuth_ex1714 Uploaded 05-06-2015 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
0.8207
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8287
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6482
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
304.5838
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1702
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4894
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
470
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.8296
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8298
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9852
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8298
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3478
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4944
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4126
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8344
Cross-validation details (10 times 10-fold Crossvalidation)