Run
8730350

Run 8730350

Task 145839 (Supervised Classification) climate-model-simulation-crashes Uploaded 29-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees449
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size5
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.726258848118596
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
0.8036
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8947
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-194.1069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1379
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
0.8881
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4254
Cross-validation details (10-fold Crossvalidation)
Recall
0.9111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8774
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.268
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9602
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1805.698
UserCPU time millis
3.229
UserCPU time millis testing
0.235
UserCPU time millis training
2.994