Run
8556820

Run 8556820

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 24-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees106
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size17
mlr.classif.ranger(15)_sample.fraction0.332888197340071
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
0.6868
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.9698
Cross-validation details (10-fold Crossvalidation)
F measure
0.7728
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0747
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3483.2784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2625
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
0.7957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8343
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8343
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9652
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1291.8913
Total cost
637960
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
120.25
UserCPU time millis testing
2.2
UserCPU time millis training
118.05