OpenML
8358673

Run 8358673

Task 3899 (Supervised Classification) mozilla4 Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees327
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size22
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.299617562280037
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9779
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9442
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8715
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12489.5351
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0938
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
0.9481
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9454
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9454
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2125
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4385
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.7043
UserCPU time millis
112.734
UserCPU time millis testing
6.462
UserCPU time millis training
106.272