Run
1845606

Run 1845606

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)_minsplit8
mlr.classif.rpart.preproc(18)_minbucket16
mlr.classif.rpart.preproc(18)_cp0.000959441997354278
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
0.8895
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7078
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.673
Cross-validation details (10-fold Crossvalidation)
KB relative information score
306.728
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0907
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
0.7136
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.706
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3127
Cross-validation details (10-fold Crossvalidation)
Recall
0.706
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2179
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7269
Cross-validation details (10-fold Crossvalidation)