Run
7859985

Run 7859985

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 10-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot7 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.trees1099
mlr.classif.ranger(13)_mtry137
mlr.classif.ranger(13)_sample.fraction0.645903844712302
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
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8962
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2590.0195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0475
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
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1973
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1432
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4128
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.3434
UserCPU time millis
2962.776
UserCPU time millis testing
14.714
UserCPU time millis training
2948.062