Run
8266703

Run 8266703

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.trees575
mlr.classif.ranger(9)_mtry20
mlr.classif.ranger(9)_min.node.size63
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.812780966493301
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
0.7779
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8904
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2012
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-231.77
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1401
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
0.882
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9074
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4254
Cross-validation details (10-fold Crossvalidation)
Recall
0.9074
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8918
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2784
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9971
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1863.9794
UserCPU time millis
4.693
UserCPU time millis testing
0.124
UserCPU time millis training
4.569