Run
8261666

Run 8261666

Task 145854 (Supervised Classification) nomao Uploaded 27-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees689
mlr.classif.ranger(9)_mtry49
mlr.classif.ranger(9)_min.node.size1814
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.179229139676318
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
0.9535
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8693
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6812
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17779.254
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2033
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
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8687
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3003
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6649
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1841.2265
UserCPU time millis
180.694
UserCPU time millis testing
3.993
UserCPU time millis training
176.701