Run
421674

Run 421674

Task 3716 (Supervised Classification) tecator Uploaded 08-05-2015 by Jakob Richter
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Flow

classif.sda.tuned(8)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
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8625
Cross-validation details (10-fold Crossvalidation)
KB relative information score
206.8886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0667
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4888
Cross-validation details (10-fold Crossvalidation)
Number of instances
240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9339
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.984
Cross-validation details (10-fold Crossvalidation)
Recall
0.9333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1364
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5223
Cross-validation details (10-fold Crossvalidation)