Run
8626730

Run 8626730

Task 9910 (Supervised Classification) Bioresponse Uploaded 08-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees839
mlr.classif.ranger(16)_mtry10
mlr.classif.ranger(16)_min.node.size6
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.123488146462478
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8376
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7573
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5103
Cross-validation details (10-fold Crossvalidation)
KB relative information score
907.5165
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3947
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
0.7579
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7582
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7582
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7952
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8462
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1237.9779
UserCPU time millis
36.554
UserCPU time millis testing
2.629
UserCPU time millis training
33.925