Run
172100

Run 172100

Task 8 (Supervised Classification) liver-disorders Uploaded 20-02-2015 by Joaquin Vanschoren
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Flow

classif.rpart(1)Learner classif.rpart from package rpart.
classif.rpart(1)_xval0

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
0.6565
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6705
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3196
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.586
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3246
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4874
Cross-validation details (10-fold Crossvalidation)
Number of instances
345
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6713
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6754
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9818
Cross-validation details (10-fold Crossvalidation)
Recall
0.6754
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6661
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5698
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1543
Cross-validation details (10-fold Crossvalidation)
Total cost