Run
1817977

Run 1817977

Task 3560 (Supervised Classification) analcatdata_dmft Uploaded 20-09-2016 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)_minbucket8
mlr.classif.rpart.preproc(16)_cp0.0103359543517101
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
0.5351
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1886
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0266
Cross-validation details (10-fold Crossvalidation)
KB relative information score
52.3648
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2749
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2774
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1945
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5803
Cross-validation details (10-fold Crossvalidation)
Recall
0.1945
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.991
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.375
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0068
Cross-validation details (10-fold Crossvalidation)