Run
1932076

Run 1932076

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 02-04-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees12
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.832226977241226
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.6522
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1119
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4758.0063
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2596
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
0.7693
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8224
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8224
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9267
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9987
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.8567
UserCPU time millis
18.493
UserCPU time millis testing
0.462
UserCPU time millis training
18.031