Run
8050563

Run 8050563

Task 145677 (Supervised Classification) Bioresponse Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1552
mlr.classif.ranger(9)_mtry283
mlr.classif.ranger(9)_min.node.size2106
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.971397331892513
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
0.8013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7442
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.484
Cross-validation details (10-fold Crossvalidation)
KB relative information score
648.625
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4271
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
0.7444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7449
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7449
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8604
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4442
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8916
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1823.3487
UserCPU time millis
122.85
UserCPU time millis testing
1.773
UserCPU time millis training
121.077