Run
8436128

Run 8436128

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 02-11-2017 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.trees10
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size158
mlr.classif.ranger(13)_sample.fraction0.156458866968751
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
0.6772
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.5948
Cross-validation details (10-fold Crossvalidation)
F measure
0.7603
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0216
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3108.4779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2633
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
0.7836
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.94
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3632
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9705
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.1758
Total cost
662930
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.494
UserCPU time millis testing
1.214
UserCPU time millis training
21.28