Run
1849225

Run 1849225

Task 15 (Supervised Classification) breast-w Uploaded 09-03-2017 by Heidi Seibold
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Flow

mlr.classif.develpartykit.cforest(6)Learner mlr.classif.develpartykit.cforest from package(s) partykit.
mlr.classif.develpartykit.cforest(6)_nmax20
mlr.classif.develpartykit.cforest(6)_nresample500
mlr.classif.develpartykit.cforest(6)_openml.seed1
mlr.classif.develpartykit.cforest(6)_openml.kindMersenne-Twister
mlr.classif.develpartykit.cforest(6)_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
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9572
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9054
Cross-validation details (10-fold Crossvalidation)
KB relative information score
629.4681
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0429
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9571
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9571
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.095
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4359
Cross-validation details (10-fold Crossvalidation)