Run
8834012

Run 8834012

Task 3899 (Supervised Classification) mozilla4 Uploaded 25-01-2018 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.trees692
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size4256
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.7118690561736
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
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.843
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11823.0324
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1149
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
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9343
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9343
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2603
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2393
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5096
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1820.1723
UserCPU time millis
19.778
UserCPU time millis testing
1.312
UserCPU time millis training
18.466