Run
8591407

Run 8591407

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 29-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1617
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size1
mlr.classif.ranger(16)_sample.fraction0.362948564323597
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.6862
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.8003
Cross-validation details (10-fold Crossvalidation)
F measure
0.7755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0868
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3730.4993
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.263
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
0.7921
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
0.9389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3617
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9666
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.1418
Total cost
631190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1413.537
UserCPU time millis testing
43.443
UserCPU time millis training
1370.094