Run
8799149

Run 8799149

Task 145677 (Supervised Classification) Bioresponse Uploaded 19-01-2018 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.trees1345
mlr.classif.ranger(9)_mtry410
mlr.classif.ranger(9)_min.node.size34
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.680451662209816
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
0.8733
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6045
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1565.1846
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3068
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
0.8041
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8043
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8043
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6181
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3797
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7622
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1837.1955
UserCPU time millis
1986.018
UserCPU time millis testing
3.394
UserCPU time millis training
1982.624