Run
1829527

Run 1829527

Task 3549 (Supervised Classification) analcatdata_authorship Uploaded 21-09-2016 by Rafael Gomes Mantovani
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Flow

mlr.classif.rpart.preproc(16)Learner mlr.classif.rpart.preproc from package(s) rpart.
mlr.classif.rpart.preproc(16)_minsplit8
mlr.classif.rpart.preproc(16)_minbucket16
mlr.classif.rpart.preproc(16)_cp0.0243293730867773
mlr.classif.rpart.preproc(16)_xval0
mlr.classif.rpart.preproc(16)_openml.seed1
mlr.classif.rpart.preproc(16)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc(16)_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
0.9355
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8292
Cross-validation details (10-fold Crossvalidation)
KB relative information score
649.0572
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0924
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3439
Cross-validation details (10-fold Crossvalidation)
Number of instances
841
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8829
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8835
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7898
Cross-validation details (10-fold Crossvalidation)
Recall
0.8835
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4146
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2306
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5562
Cross-validation details (10-fold Crossvalidation)