Run
8550444

Run 8550444

Task 145677 (Supervised Classification) Bioresponse Uploaded 21-11-2017 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.trees146
mlr.classif.ranger(9)_mtry519
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.122520826221444
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
0.8531
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1340.3802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3375
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
0.7873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6799
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3961
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.795
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1948.2374
UserCPU time millis
47.433
UserCPU time millis testing
0.871
UserCPU time millis training
46.562