Run
496199

Run 496199

Task 10089 (Supervised Classification) acute-inflammations Uploaded 03-12-2015 by Rafael Gomes Mantovani
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Flow

classif.ctree(2)Learner classif.ctree from package(s) party.
classif.ctree(2)_seed1
classif.ctree(2)_kindMersenne-Twister
classif.ctree(2)_normal.kindInversion

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
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9917
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9829
Cross-validation details (10-fold Crossvalidation)
KB relative information score
117.8404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0083
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4863
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9918
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9917
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9805
Cross-validation details (10-fold Crossvalidation)
Recall
0.9917
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0171
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.493
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0913
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1852
Cross-validation details (10-fold Crossvalidation)
Total cost