Run
7053874

Run 7053874

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 03-09-2017 by OpenML_Bot R
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  • AzureBot15 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees993
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.183659800491296
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.6964
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7566
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.006
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1974.8919
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2678
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
0.8171
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9559
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.362
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9672
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1310.1767
UserCPU time millis
692.759
UserCPU time millis testing
53.576
UserCPU time millis training
639.183