Run
8165404

Run 8165404

Task 145839 (Supervised Classification) climate-model-simulation-crashes Uploaded 19-10-2017 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.trees1800
mlr.classif.ranger(9)_mtry19
mlr.classif.ranger(9)_min.node.size34
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.831211853539571
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
0.7801
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8968
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2658
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-220.443
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
0.8901
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
0.8849
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2806
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0051
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1720.0585
UserCPU time millis
18.237
UserCPU time millis testing
0.826
UserCPU time millis training
17.411