Run
8367031

Run 8367031

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 31-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees299
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size1130
mlr.classif.ranger(13)_sample.fraction0.827335310075432
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.6995
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7533
Cross-validation details (10-fold Crossvalidation)
F measure
0.7571
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.008
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1800.2896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2635
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
0.7921
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8319
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8319
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9406
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3603
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9627
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1303.9976
Total cost
669260
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
305.951
UserCPU time millis testing
11.908
UserCPU time millis training
294.043