Run
8745703

Run 8745703

Task 9910 (Supervised Classification) Bioresponse Uploaded 30-12-2017 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.trees655
mlr.classif.ranger(9)_mtry1761
mlr.classif.ranger(9)_min.node.size1539
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.910542776971124
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
0.7481
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7331
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4647
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1037.0133
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3775
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
0.7356
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7326
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7326
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7604
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8725
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1730.1903
UserCPU time millis
279.938
UserCPU time millis testing
0.994
UserCPU time millis training
278.944