Run
8691325

Run 8691325

Task 145854 (Supervised Classification) nomao Uploaded 26-12-2017 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.trees1208
mlr.classif.ranger(16)_mtry7
mlr.classif.ranger(16)_min.node.size17082
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.699883712269366
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
0.9622
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8376
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5834
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11830.9886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2889
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
0.8634
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.708
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3362
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7443
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.5201
UserCPU time millis
81.29
UserCPU time millis testing
6.342
UserCPU time millis training
74.948