Run
8802649

Run 8802649

Task 3899 (Supervised Classification) mozilla4 Uploaded 21-01-2018 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.trees957
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size58
mlr.classif.ranger(9)_sample.fraction0.321923615015112
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
0.9644
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8474
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10071.0023
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1801
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
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9359
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9359
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4082
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5201
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1848.388
UserCPU time millis
28.257
UserCPU time millis testing
2.82
UserCPU time millis training
25.437