Run
8691033

Run 8691033

Task 9910 (Supervised Classification) Bioresponse Uploaded 26-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees454
mlr.classif.ranger(9)_mtry1244
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.920125662279315
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
0.8741
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8006
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5978
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1781.5036
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2734
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
0.8006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5508
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3774
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7575
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
782.7207
UserCPU time millis
4483.526
UserCPU time millis testing
3.603
UserCPU time millis training
4479.923