Run
7406617

Run 7406617

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 06-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot8 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.trees180
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.563108961074613
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
0.6751
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.5502
Cross-validation details (10-fold Crossvalidation)
F measure
0.7787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1023
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3855.793
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.261
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
0.7855
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9317
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.365
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9753
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.5758
Total cost
621200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2026.335
UserCPU time millis testing
20.861
UserCPU time millis training
2005.474