Run
8766021

Run 8766021

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 31-12-2017 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.trees750
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size10
mlr.classif.ranger(9)_sample.fraction0.583917173999362
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
0.6992
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7227
Cross-validation details (10-fold Crossvalidation)
F measure
0.7579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0113
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1776.2625
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2668
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
0.8233
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8325
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8325
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9523
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3614
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9657
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1837.683
Total cost
668040
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
145.047
UserCPU time millis testing
9.2
UserCPU time millis training
135.847