Run
466893

Run 466893

Task 4399 (Supervised Classification) fri_c1_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
0.8125
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8141
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6245
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
622.5086
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.186
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.8142
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.814
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.814
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3757
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
0.4313
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8669
Cross-validation details (10 times 10-fold Crossvalidation)