OpenML
8652087

Run 8652087

Task 9977 (Supervised Classification) nomao Uploaded 14-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1700
mlr.classif.ranger(15)_mtry56
mlr.classif.ranger(15)_min.node.size323
mlr.classif.ranger(15)_sample.fraction0.260978869348764
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9836
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8468
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25907.492
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1053
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
0.9384
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9388
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.258
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4754
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1500.1458
UserCPU time millis
1535.78
UserCPU time millis testing
20.25
UserCPU time millis training
1515.53