Run
8799356

Run 8799356

Task 14966 (Supervised Classification) Bioresponse Uploaded 19-01-2018 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.trees926
mlr.classif.ranger(16)_mtry851
mlr.classif.ranger(16)_min.node.size1959
mlr.classif.ranger(16)_sample.fraction0.913836084143259
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
0.7972
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
847.8313
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4033
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
0.7373
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7363
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7363
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8125
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4343
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8717
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1347.282
UserCPU time millis
234.092
UserCPU time millis testing
1.626
UserCPU time millis training
232.466