Run
466891

Run 466891

Task 4297 (Supervised Classification) fri_c2_100_5 Uploaded 21-07-2015 by Jakob Richter
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Flow

ModelMultiplexer(1)Learner ModelMultiplexer from package(s) e1071, ada, randomForest.
ModelMultiplexer(1)_selected.learnerclassif.svm

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
0.7867
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8071
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5941
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
601.1079
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.188
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4804
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.8149
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.812
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9721
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.812
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3913
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4899
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4336
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8851
Cross-validation details (10 times 10-fold Crossvalidation)