Run
6067861

Run 6067861

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

mlr.classif.ctree(14)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(14)_openml.seed1
mlr.classif.ctree(14)_openml.kindMersenne-Twister
mlr.classif.ctree(14)_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
0.6026
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33.5168
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1993
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
0.5692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.6014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7445
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2267
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.444
UserCPU time millis testing
0.165
UserCPU time millis training
0.279