Run
8526959

Run 8526959

Task 145854 (Supervised Classification) nomao Uploaded 10-11-2017 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.trees732
mlr.classif.ranger(9)_mtry60
mlr.classif.ranger(9)_min.node.size16690
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.650906017213128
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
0.9223
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6532
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15321.5228
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.238
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
0.8585
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8589
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8589
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5833
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3321
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7351
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1730.6549
UserCPU time millis
114.722
UserCPU time millis testing
3.385
UserCPU time millis training
111.337