Run
8647269

Run 8647269

Task 145677 (Supervised Classification) Bioresponse Uploaded 12-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1275
mlr.classif.ranger(15)_mtry772
mlr.classif.ranger(15)_min.node.size235
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.560836160252802
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.842
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1319.3099
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3395
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
0.7768
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6838
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4019
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8066
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1474.771
UserCPU time millis
2352.43
UserCPU time millis testing
1.95
UserCPU time millis training
2350.48