Run
8266720

Run 8266720

Task 145839 (Supervised Classification) climate-model-simulation-crashes Uploaded 27-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1052
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size27
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.853884626273066
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8064
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8994
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2428
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-187.77
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1368
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
0.9013
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9204
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4254
Cross-validation details (10-fold Crossvalidation)
Recall
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8709
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2649
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.949
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1751.1918
UserCPU time millis
5.981
UserCPU time millis testing
0.376
UserCPU time millis training
5.605