Run
8834611

Run 8834611

Task 9910 (Supervised Classification) Bioresponse Uploaded 25-01-2018 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.trees990
mlr.classif.ranger(9)_mtry1657
mlr.classif.ranger(9)_min.node.size139
mlr.classif.ranger(9)_sample.fraction0.28484496504534
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
0.8335
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5237
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1313.7193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3387
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
0.7652
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7651
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7651
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6823
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4065
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.816
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.0122
UserCPU time millis
1780.995
UserCPU time millis testing
1.715
UserCPU time millis training
1779.28