Run
239200

Run 239200

Task 4433 (Supervised Classification) sleuth_ex2015 Uploaded 02-03-2015 by RTeam OpenML
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Flow

classif.lda(1)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
0.7539
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7604
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.515
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
311.8516
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2367
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4952
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
600
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.7653
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7633
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9932
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7633
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.478
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4865
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9779
Cross-validation details (10 times 10-fold Crossvalidation)
Total cost