Run
8474667

Run 8474667

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 05-11-2017 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.trees23
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size152
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.689028020505793
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
0.6931
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.1833
Cross-validation details (10-fold Crossvalidation)
F measure
0.7691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0582
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2361.3734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2591
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
0.8009
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8344
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8344
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9251
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9623
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.4624
Total cost
646490
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
131.844
UserCPU time millis testing
3.221
UserCPU time millis training
128.623