Run
8543274

Run 8543274

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 19-11-2017 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.trees9
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size44
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.184074004809372
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
0.6657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7725
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0739
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3865.8528
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
0.785
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8324
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8324
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.933
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.366
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9779
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1764.2296
UserCPU time millis
6.859
UserCPU time millis testing
0.168
UserCPU time millis training
6.691