Run
7032723

Run 7032723

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 03-09-2017 by OpenML_Bot R
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  • AzureBot8 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.trees22
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_sample.fraction0.563685823557898
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
0.666
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.5214
Cross-validation details (10-fold Crossvalidation)
F measure
0.7785
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1026
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4512.9364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2623
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
0.7822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8309
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8309
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9364
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.367
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9806
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.6508
Total cost
620050
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
128.312
UserCPU time millis testing
2.695
UserCPU time millis training
125.617