Run
8450786

Run 8450786

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 03-11-2017 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.trees390
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size457
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.863567493855953
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
0.9803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9648
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8473
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2209.749
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0843
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
0.9669
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9665
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9665
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.35
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1695
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4884
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1215.3166
UserCPU time millis
244.302
UserCPU time millis testing
8.799
UserCPU time millis training
235.503