Run
8717381

Run 8717381

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 29-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees2
mlr.classif.ranger(9)_mtry1158
mlr.classif.ranger(9)_min.node.size403
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.934562408807687
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
0.9571
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8266
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2273.2041
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0654
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
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9576
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9576
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5418
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1753.1651
UserCPU time millis
12.371
UserCPU time millis testing
0.527
UserCPU time millis training
11.844