Run
1821397

Run 1821397

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)_minsplit2
mlr.classif.rpart.preproc(16)_minbucket32
mlr.classif.rpart.preproc(16)_cp0.000143803859693454
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
0.7925
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9088
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.412
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7.3767
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1206
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
0.9084
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9093
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4254
Cross-validation details (10-fold Crossvalidation)
Recall
0.9093
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7675
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2544
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9112
Cross-validation details (10-fold Crossvalidation)