Run
8611302

Run 8611302

Task 145677 (Supervised Classification) Bioresponse Uploaded 03-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees326
mlr.classif.ranger(15)_mtry1660
mlr.classif.ranger(15)_min.node.size57
mlr.classif.ranger(15)_sample.fraction0.761162918293849
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5791
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1530.5561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3103
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
0.7916
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7918
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7918
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.625
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3871
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.777
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1446.1583
UserCPU time millis
3187.12
UserCPU time millis testing
1.08
UserCPU time millis training
3186.04