Run
466889

Run 466889

Task 4244 (Supervised Classification) prnn_crabs 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
0.967
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.967
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.934
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1868
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.033
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.9679
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.967
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.967
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.066
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1817
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.3633
Cross-validation details (10 times 10-fold Crossvalidation)