Run
8548578

Run 8548578

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 21-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees926
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size5
mlr.classif.ranger(15)_sample.fraction0.794376834691502
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.6754
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1034
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4108.5142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2626
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
0.7824
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.831
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.831
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9373
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3652
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.976
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.1788
UserCPU time millis
2366.33
UserCPU time millis testing
36.65
UserCPU time millis training
2329.68