Run
8651368

Run 8651368

Task 145677 (Supervised Classification) Bioresponse Uploaded 14-12-2017 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.trees133
mlr.classif.ranger(16)_mtry25
mlr.classif.ranger(16)_min.node.size4
mlr.classif.ranger(16)_sample.fraction0.521730782859959
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
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.799
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5947
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1329.3179
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3399
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
0.799
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7993
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7993
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6847
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3905
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7837
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1217.2222
UserCPU time millis
34.775
UserCPU time millis testing
1.478
UserCPU time millis training
33.297