Run
416150

Run 416150

Task 3481 (Supervised Classification) isolet Uploaded 07-05-2015 by Jakob Richter
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Flow

classif.sda.tuned(5)Learner classif.sda.tuned from package(s) sda.

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
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9467
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9445
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7375.9939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0041
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9466
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.9466
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0555
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0641
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3331
Cross-validation details (10-fold Crossvalidation)