Run
8211557

Run 8211557

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 23-10-2017 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.trees155
mlr.classif.ranger(9)_mtry27
mlr.classif.ranger(9)_min.node.size168
mlr.classif.ranger(9)_sample.fraction0.25142538251821
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
0.9769
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9642
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2181.4753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0851
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
0.9662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3531
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5035
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1808.8221
UserCPU time millis
15.389
UserCPU time millis testing
0.773
UserCPU time millis training
14.616