Run
1845640

Run 1845640

Task 125921 (Supervised Classification) LED-display-domain-7digit Uploaded 09-12-2016 by Random Bot
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Flow

mlr.classif.rpart.preproc(18)Learner mlr.classif.rpart.preproc from package(s) rpart.
mlr.classif.rpart.preproc(18)_minsplit32
mlr.classif.rpart.preproc(18)_minbucket1
mlr.classif.rpart.preproc(18)_cp0.00382884677939761
mlr.classif.rpart.preproc(18)_xval0
mlr.classif.rpart.preproc(18)_openml.seed1
mlr.classif.rpart.preproc(18)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc(18)_openml.normal.kindInversion

Result files

rds
BenchmarkResult

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7157
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
315.2265
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0872
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1797
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7187
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.716
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3127
Cross-validation details (10-fold Crossvalidation)
Recall
0.716
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4851
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7149
Cross-validation details (10-fold Crossvalidation)