Run
8611309

Run 8611309

Task 145677 (Supervised Classification) Bioresponse Uploaded 03-12-2017 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.trees1389
mlr.classif.ranger(15)_mtry655
mlr.classif.ranger(15)_min.node.size51
mlr.classif.ranger(15)_sample.fraction0.301037235814147
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
0.8501
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.565
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1367.8512
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3331
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
0.7846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7849
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7849
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.671
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3967
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7963
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1479.8532
UserCPU time millis
2093.85
UserCPU time millis testing
2.55
UserCPU time millis training
2091.3