Run
8646688

Run 8646688

Task 9980 (Supervised Classification) climate-model-simulation-crashes Uploaded 12-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1959
mlr.classif.ranger(15)_mtry10
mlr.classif.ranger(15)_min.node.size20
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.664381216326728
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1078
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-199.8253
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.139
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
0.9053
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9185
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4254
Cross-validation details (10-fold Crossvalidation)
Recall
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8844
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2643
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9467
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1346.4962
UserCPU time millis
10.38
UserCPU time millis testing
0.41
UserCPU time millis training
9.97