Run
6981287

Run 6981287

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 03-09-2017 by OpenML_Bot R
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  • AzureBot15 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.525675300206058
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
0.5697
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7513
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.093
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-7105.2661
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2613
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
0.7461
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.757
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9328
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2332
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1310.3758
UserCPU time millis
15.394
UserCPU time millis testing
0.536
UserCPU time millis training
14.858