Run
8633831

Run 8633831

Task 145677 (Supervised Classification) Bioresponse Uploaded 10-12-2017 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.trees421
mlr.classif.ranger(9)_mtry839
mlr.classif.ranger(9)_min.node.size14
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.396975338412449
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
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7996
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5957
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1560.8419
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3071
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7999
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8001
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8001
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6187
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3822
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.767
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.454
UserCPU time millis
1027.054
UserCPU time millis testing
1.765
UserCPU time millis training
1025.289