Run
8625995

Run 8625995

Task 9910 (Supervised Classification) Bioresponse Uploaded 08-12-2017 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.trees1181
mlr.classif.ranger(9)_mtry427
mlr.classif.ranger(9)_min.node.size14
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.961863658833317
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.81
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6168
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1718.6543
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2846
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
0.81
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8102
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5732
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3723
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7473
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1716.0319
UserCPU time millis
2884.285
UserCPU time millis testing
4.636
UserCPU time millis training
2879.649