Run
8663535

Run 8663535

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 22-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1944
mlr.classif.ranger(9)_mtry15
mlr.classif.ranger(9)_min.node.size216
mlr.classif.ranger(9)_sample.fraction0.117029544105753
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
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7314
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1950.023
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1112
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
0.9477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9454
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9454
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4615
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5837
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2142.1815
UserCPU time millis
31.448
UserCPU time millis testing
1.899
UserCPU time millis training
29.549