Run
8075814

Run 8075814

Task 145677 (Supervised Classification) Bioresponse Uploaded 18-10-2017 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.trees41
mlr.classif.ranger(9)_mtry741
mlr.classif.ranger(9)_min.node.size210
mlr.classif.ranger(9)_sample.fraction0.439053090801463
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
0.8353
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5437
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1264.9562
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3467
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
0.7742
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6984
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4061
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8151
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1828.686
UserCPU time millis
51.436
UserCPU time millis testing
0.76
UserCPU time millis training
50.676