OpenML
34505

Run 34505

Task 4513 (Supervised Classification) kidney Uploaded 19-10-2014 by RTeam OpenML
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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
0.726
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7279
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.454
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
346.3564
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2711
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4987
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
760
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.7294
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7289
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9981
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7289
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5436
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4993
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5206
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0427
Cross-validation details (10 times 10-fold Crossvalidation)