Run
8211193

Run 8211193

Task 145677 (Supervised Classification) Bioresponse Uploaded 23-10-2017 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.trees1804
mlr.classif.ranger(9)_mtry121
mlr.classif.ranger(9)_min.node.size1589
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.916462827799842
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
0.7945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7212
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4378
Cross-validation details (10-fold Crossvalidation)
KB relative information score
589.5539
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4339
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
0.7211
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7217
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7217
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4485
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9002
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1841.8649
UserCPU time millis
84.419
UserCPU time millis testing
1.98
UserCPU time millis training
82.439