Run
1932063

Run 1932063

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.trees3
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_sample.fraction0.640923051093705
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
0.6072
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-7792.503
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2629
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
0.7546
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.7984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9385
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0687
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1882.0956
UserCPU time millis
4.614
UserCPU time millis testing
0.156
UserCPU time millis training
4.458