Run
8216576

Run 8216576

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 23-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees30
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size30
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.668740576063283
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.6773
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0866
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3400.8707
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
0.7857
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
0.9248
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.364
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9727
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
786.6631
UserCPU time millis
91.603
UserCPU time millis testing
1.147
UserCPU time millis training
90.456