Run
1815175

Run 1815175

Task 3 (Supervised Classification) kr-vs-kp Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(2)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(2)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(2)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(2)_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
0.9953
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9953
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9906
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3165.9088
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0047
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9953
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9953
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9953
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0094
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0685
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1372
Cross-validation details (10-fold Crossvalidation)