Run
8554124

Run 8554124

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.trees50
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size411
mlr.classif.ranger(15)_sample.fraction0.278786991257221
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
0.6896
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.6704
Cross-validation details (10-fold Crossvalidation)
F measure
0.759
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0159
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2436.9878
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2638
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
0.806
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8325
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8325
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9661
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1127.4258
Total cost
665950
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
18.99
UserCPU time millis testing
0.6
UserCPU time millis training
18.39