Run
8725531

Run 8725531

Task 3899 (Supervised Classification) mozilla4 Uploaded 29-12-2017 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.trees80
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size2834
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.359866720833816
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
0.9384
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5637.77
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3136
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
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9226
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9226
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7107
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3471
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7389
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1725.7128
UserCPU time millis
2.021
UserCPU time millis testing
0.164
UserCPU time millis training
1.857