Run
1815555

Run 1815555

Task 9979 (Supervised Classification) cardiotocography Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(79)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(79)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(79)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(79)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.9993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9986
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9983
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2118.0659
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1679
Cross-validation details (10-fold Crossvalidation)
Number of instances
2126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9986
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9986
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.9986
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0017
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0168
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.058
Cross-validation details (10-fold Crossvalidation)