Run
6067862

Run 6067862

Task 10 (Supervised Classification) lymph Uploaded 10-08-2017 by Heidi Seibold
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Flow

mlr.classif.cforest(4)Learner mlr.classif.cforest from package(s) party.
mlr.classif.cforest(4)_ntree1000
mlr.classif.cforest(4)_mtry4
mlr.classif.cforest(4)_openml.seed1
mlr.classif.cforest(4)_openml.kindMersenne-Twister
mlr.classif.cforest(4)_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
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7782
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.597
Cross-validation details (10-fold Crossvalidation)
KB relative information score
79.4771
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1014
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
0.7652
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7973
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7973
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3785
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3184
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8747
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.561
UserCPU time millis testing
0.622
UserCPU time millis training
11.939