Run
8712765

Run 8712765

Task 3899 (Supervised Classification) mozilla4 Uploaded 28-12-2017 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.trees1509
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size848
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.148625850630924
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
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.932
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8427
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11843.54
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1141
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Number of instances
15545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9399
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9341
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9341
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.238
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5068
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1095.8261
UserCPU time millis
63.852
UserCPU time millis testing
4.964
UserCPU time millis training
58.888