Run
1815560

Run 1815560

Task 9980 (Supervised Classification) climate-model-simulation-crashes Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.rpart.preproc.preproc.tuned(80)Learner mlr.classif.rpart.preproc.preproc.tuned from package(s) rpart.
mlr.classif.rpart.preproc.preproc.tuned(80)_openml.seed1
mlr.classif.rpart.preproc.preproc.tuned(80)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc.preproc.tuned(80)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.566
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1847
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.0137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0907
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
0.8817
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
0.5775
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0791
Cross-validation details (10-fold Crossvalidation)