Run
8242405

Run 8242405

Task 145677 (Supervised Classification) Bioresponse Uploaded 25-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees15
mlr.classif.ranger(9)_mtry1361
mlr.classif.ranger(9)_min.node.size56
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.860351142613217
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
0.8585
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7899
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5764
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1580.656
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3018
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
0.7899
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7902
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7902
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6079
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3891
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.781
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1775.5465
UserCPU time millis
117.044
UserCPU time millis testing
0.835
UserCPU time millis training
116.209