Run
4653865

Run 4653865

Task 145839 (Supervised Classification) climate-model-simulation-crashes Uploaded 07-07-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees860
mlr.classif.ranger(13)_mtry19
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.530822656489909
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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.

21 Evaluation measures

Area under ROC curve
0.7933
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-208.7079
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.141
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
0.9093
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
0.8977
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.267
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9563
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1311.2778
UserCPU time millis
27.041
UserCPU time millis testing
0.663
UserCPU time millis training
26.378