Run
8612125

Run 8612125

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.trees1559
mlr.classif.ranger(15)_mtry589
mlr.classif.ranger(15)_min.node.size1278
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.849145386740565
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
0.8101
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7512
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4979
Cross-validation details (10-fold Crossvalidation)
KB relative information score
989.4433
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3854
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
0.7527
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7526
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7526
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8491
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1586.291
UserCPU time millis
465.59
UserCPU time millis testing
1.6
UserCPU time millis training
463.99