Run
7484203

Run 7484203

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 07-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot15 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees142
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.900192002253607
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
0.6726
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7802
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1129
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3695.9206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2585
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
0.7771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8279
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8279
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9229
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3672
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9811
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.0389
UserCPU time millis
1212.211
UserCPU time millis testing
20.514
UserCPU time millis training
1191.697