Run
465102

Run 465102

Task 4281 (Supervised Classification) sleuth_ex2015 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
0.705
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7049
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.41
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
246
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.295
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
600
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.7052
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.705
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.705
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.59
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5431
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0863
Cross-validation details (10 times 10-fold Crossvalidation)