Run
8481894

Run 8481894

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 05-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees476
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size17
mlr.classif.ranger(13)_sample.fraction0.317308820132166
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
0.9821
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.948
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7694
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2029.4038
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.105
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9521
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1905
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.549
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.5657
UserCPU time millis
126.36
UserCPU time millis testing
9.09
UserCPU time millis training
117.27