Run
464127

Run 464127

Task 4443 (Supervised Classification) rabe_131 Uploaded 09-07-2015 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
0.9631
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9582
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.9149
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
455.8287
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.042
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4877
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.9612
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.958
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9829
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.958
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.0861
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2049
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.4152
Cross-validation details (10 times 10-fold Crossvalidation)