Run
8647156

Run 8647156

Task 145677 (Supervised Classification) Bioresponse Uploaded 12-12-2017 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.trees654
mlr.classif.ranger(15)_mtry1158
mlr.classif.ranger(15)_min.node.size193
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.991481050197035
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
0.8534
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1491.2319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.315
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
0.7842
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7843
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7843
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6345
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3928
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7884
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1492.6671
UserCPU time millis
4374.38
UserCPU time millis testing
1.55
UserCPU time millis training
4372.83