Run
1841459

Run 1841459

Task 10 (Supervised Classification) lymph Uploaded 28-11-2016 by Christiaan Dirkx
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Flow

mlr.classif.rpart(25)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(25)_xval0
mlr.classif.rpart(25)_openml.seed1
mlr.classif.rpart(25)_openml.kindMersenne-Twister
mlr.classif.rpart(25)_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
0.7927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
77.9417
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1047
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7571
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3236
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8892
Cross-validation details (10-fold Crossvalidation)