Run
8619076

Run 8619076

Task 145677 (Supervised Classification) Bioresponse Uploaded 06-12-2017 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.trees1209
mlr.classif.ranger(16)_mtry92
mlr.classif.ranger(16)_min.node.size1286
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.491740132146515
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
0.7766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7003
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.396
Cross-validation details (10-fold Crossvalidation)
KB relative information score
357.4684
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.46
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
0.7052
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7041
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7041
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9266
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9368
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1177.1251
Total cost
UserCPU time millis
35.045
UserCPU time millis testing
1.939
UserCPU time millis training
33.106