Run
8785798

Run 8785798

Task 9910 (Supervised Classification) Bioresponse Uploaded 11-01-2018 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.trees1310
mlr.classif.ranger(9)_mtry860
mlr.classif.ranger(9)_min.node.size359
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.216329652583227
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
0.8108
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4734
Cross-validation details (10-fold Crossvalidation)
KB relative information score
958.1928
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.389
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
0.739
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7377
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7377
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7837
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8573
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1736.9499
UserCPU time millis
187.046
UserCPU time millis testing
1.612
UserCPU time millis training
185.434