Run
8723791

Run 8723791

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 29-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1494
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size383
mlr.classif.ranger(9)_sample.fraction0.193333021970466
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.6878
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.5745
Cross-validation details (10-fold Crossvalidation)
F measure
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0244
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2513.8379
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2631
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
0.802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8329
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8329
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9393
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9667
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1778.3693
Total cost
662120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
419.952
UserCPU time millis testing
16.074
UserCPU time millis training
403.878