Run
10154836

Run 10154836

Task 10 (Supervised Classification) lymph Uploaded 26-02-2019 by Taehun Kim
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.rpart(53)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(53)_xval0
mlr.classif.rpart(53)_openml.seed1
mlr.classif.rpart(53)_openml.kindMersenne-Twister
mlr.classif.rpart(53)_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.

18 Evaluation measures

Area under ROC curve
0.7927 ± 0.0834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5865 ± 0.1596
Cross-validation details (10-fold Crossvalidation)
KB relative information score
77.9417 ± 1.9887
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1047 ± 0.0358
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7905 ± 0.0715
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7905 ± 0.0715
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3912 ± 0.1413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639 ± 0.0108
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3236 ± 0.0539
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8892 ± 0.1635
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.08
UserCPU time millis testing
0.04
UserCPU time millis training
0.04