Run
8554169

Run 8554169

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 23-11-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1124
mlr.classif.ranger(15)_mtry9
mlr.classif.ranger(15)_min.node.size3937
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.586556149367243
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
0.6735
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.6704
Cross-validation details (10-fold Crossvalidation)
F measure
0.7587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0148
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2855.3469
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2656
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
0.7774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8316
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8316
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9482
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9718
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.9645
Total cost
665950
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
367.85
UserCPU time millis testing
10.66
UserCPU time millis training
357.19