Run
8778930

Run 8778930

Task 145677 (Supervised Classification) Bioresponse Uploaded 06-01-2018 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.trees970
mlr.classif.ranger(16)_mtry842
mlr.classif.ranger(16)_min.node.size321
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.405463621555828
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
0.8306
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7643
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5243
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1216.1522
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.354
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
0.7667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8221
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1349.5676
UserCPU time millis
997.872
UserCPU time millis testing
2.082
UserCPU time millis training
995.79