Run
8784190

Run 8784190

Task 145677 (Supervised Classification) Bioresponse Uploaded 10-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1299
mlr.classif.ranger(16)_mtry1514
mlr.classif.ranger(16)_min.node.size1712
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.964698255457915
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.7879
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7372
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4719
Cross-validation details (10-fold Crossvalidation)
KB relative information score
978.1514
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3863
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
0.7383
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7782
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4373
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8777
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.8531
UserCPU time millis
483.56
UserCPU time millis testing
1.801
UserCPU time millis training
481.759