Run
8644237

Run 8644237

Task 145854 (Supervised Classification) nomao Uploaded 11-12-2017 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.trees877
mlr.classif.ranger(15)_mtry96
mlr.classif.ranger(15)_min.node.size10816
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.65566884719301
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
0.9233
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6692
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17325.8457
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2054
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
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8615
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8615
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5033
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3117
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6901
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1424.6771
UserCPU time millis
638.07
UserCPU time millis testing
5.35
UserCPU time millis training
632.72