Run
8792470

Run 8792470

Task 145854 (Supervised Classification) nomao Uploaded 16-01-2018 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.trees495
mlr.classif.ranger(16)_mtry44
mlr.classif.ranger(16)_min.node.size22
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.23673627616372
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
0.9912
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28492.6748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0748
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
0.9592
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1833
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1777
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3933
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.103
UserCPU time millis
753.26
UserCPU time millis testing
5.551
UserCPU time millis training
747.709