Run
8236576

Run 8236576

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.trees40
mlr.classif.ranger(9)_mtry163
mlr.classif.ranger(9)_min.node.size17
mlr.classif.ranger(9)_sample.fraction0.538069286197424
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
0.8634
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7975
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5916
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1412.1672
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3275
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
0.7977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7979
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7979
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6596
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3898
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7823
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1799.7134
UserCPU time millis
23.655
UserCPU time millis testing
0.82
UserCPU time millis training
22.835