Run
1873630

Run 1873630

Task 3570 (Supervised Classification) biomed Uploaded 29-03-2017 by Heidi Seibold
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Flow

mlr.classif.rpart(32)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(32)_xval0
mlr.classif.rpart(32)_openml.seed1
mlr.classif.rpart(32)_openml.kindMersenne-Twister
mlr.classif.rpart(32)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6025
Cross-validation details (10-fold Crossvalidation)
KB relative information score
123.4128
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1818
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4605
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8172
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8182
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9428
Cross-validation details (10-fold Crossvalidation)
Recall
0.8182
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4264
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.889
Cross-validation details (10-fold Crossvalidation)