Run
1845026

Run 1845026

Task 125922 (Supervised Classification) texture 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)_minsplit128
mlr.classif.rpart.preproc(18)_minbucket2
mlr.classif.rpart.preproc(18)_cp0.0177101539018986
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
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7678
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.748
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3980.7456
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0626
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1653
Cross-validation details (10-fold Crossvalidation)
Number of instances
5500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7825
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7709
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.4594
Cross-validation details (10-fold Crossvalidation)
Recall
0.7709
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1796
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6246
Cross-validation details (10-fold Crossvalidation)