Run
1821367

Run 1821367

Task 9980 (Supervised Classification) climate-model-simulation-crashes 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)_minsplit16
mlr.classif.rpart.preproc(16)_minbucket1
mlr.classif.rpart.preproc(16)_cp0.0146834907536298
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
0.6862
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8679
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-141.5729
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1455
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1571
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8732
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.863
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4254
Cross-validation details (10-fold Crossvalidation)
Recall
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3386
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2131
Cross-validation details (10-fold Crossvalidation)