Run
8663062

Run 8663062

Task 3899 (Supervised Classification) mozilla4 Uploaded 22-12-2017 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.trees89
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size137
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.269368469621986
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
0.968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8535
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12217.4313
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1016
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
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9384
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9384
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2304
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.22
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1840.7635
UserCPU time millis
5.351
UserCPU time millis testing
0.22
UserCPU time millis training
5.131