Run
8246111

Run 8246111

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 25-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees791
mlr.classif.ranger(9)_mtry963
mlr.classif.ranger(9)_min.node.size1052
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.361516632884741
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8801
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4349
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1250.95
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1643
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
0.9088
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9024
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9024
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6821
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2594
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7476
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1848.5009
UserCPU time millis
55.5
UserCPU time millis testing
0.869
UserCPU time millis training
54.631