Run
8872380

Run 8872380

Task 10101 (Supervised Classification) blood-transfusion-service-center Uploaded 05-03-2018 by Raphaël Couronné
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Flow

mlr.classif.ctree(17)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(17)_openml.seed1
mlr.classif.ctree(17)_openml.kindMersenne-Twister
mlr.classif.ctree(17)_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.

20 Evaluation measures

Area under ROC curve
0.6577
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7742
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3498
Cross-validation details (10-fold Crossvalidation)
KB relative information score
253.475
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2126
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.363
Cross-validation details (10-fold Crossvalidation)
Number of instances
748
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.77
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5855
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4611
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0827
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.252
UserCPU time millis testing
0.043
UserCPU time millis training
0.209