Run
8597582

Run 8597582

Task 145854 (Supervised Classification) nomao Uploaded 30-11-2017 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.trees990
mlr.classif.ranger(9)_mtry107
mlr.classif.ranger(9)_min.node.size1376
mlr.classif.ranger(9)_sample.fraction0.642569512943737
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
0.9787
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9312
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8289
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25165.5689
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1118
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
0.9321
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9323
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9323
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.274
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.503
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.3603
UserCPU time millis
2008.228
UserCPU time millis testing
6.682
UserCPU time millis training
2001.546