Run
8556956

Run 8556956

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 24-11-2017 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.trees296
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size105
mlr.classif.ranger(15)_sample.fraction0.865465832315385
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
0.6977
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.2036
Cross-validation details (10-fold Crossvalidation)
F measure
0.7686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0563
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2217.1406
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2592
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
0.7993
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8341
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8341
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3592
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9598
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.2653
Total cost
647300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
338.83
UserCPU time millis testing
6.11
UserCPU time millis training
332.72