Run
8553081

Run 8553081

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 23-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees816
mlr.classif.ranger(15)_mtry902
mlr.classif.ranger(15)_min.node.size139
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.267893057060428
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9688
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.834
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2282.8134
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.068
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
0.9601
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9597
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9597
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2824
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1793
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5167
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1445.1661
UserCPU time millis
1080.19
UserCPU time millis testing
1.18
UserCPU time millis training
1079.01