Run
8529304

Run 8529304

Task 145677 (Supervised Classification) Bioresponse Uploaded 14-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1690
mlr.classif.ranger(9)_mtry653
mlr.classif.ranger(9)_min.node.size1274
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.844404691900127
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
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7495
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4944
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1008.9731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3828
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
0.7507
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7507
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7507
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7712
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4223
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8477
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.355
UserCPU time millis
896.066
UserCPU time millis testing
2.141
UserCPU time millis training
893.925