Run
8320961

Run 8320961

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 30-10-2017 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.trees859
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size35
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.193833763571456
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
0.6905
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7688
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.057
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2884.0176
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2618
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8339
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8339
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9345
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9631
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.961
UserCPU time millis
3291.253
UserCPU time millis testing
60.396
UserCPU time millis training
3230.857