Run
8793720

Run 8793720

Task 145854 (Supervised Classification) nomao Uploaded 17-01-2018 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.trees947
mlr.classif.ranger(9)_mtry59
mlr.classif.ranger(9)_min.node.size5699
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.551748005044647
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
0.9459
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8688
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6804
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17471.8626
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.868
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3057
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6767
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1845.3295
UserCPU time millis
1027.825
UserCPU time millis testing
5.211
UserCPU time millis training
1022.614