Run
8693293

Run 8693293

Task 145854 (Supervised Classification) nomao Uploaded 26-12-2017 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.trees674
mlr.classif.ranger(9)_mtry24
mlr.classif.ranger(9)_min.node.size5252
mlr.classif.ranger(9)_sample.fraction0.482795910350978
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
0.9589
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8744
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17770.5503
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2063
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
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5056
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2933
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6492
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1814.1592
UserCPU time millis
146.891
UserCPU time millis testing
3.254
UserCPU time millis training
143.637