Run
8536679

Run 8536679

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 17-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees544
mlr.classif.ranger(15)_mtry277
mlr.classif.ranger(15)_min.node.size687
mlr.classif.ranger(15)_sample.fraction0.986620953679085
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
0.9699
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9605
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8365
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2251.2718
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.071
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
0.9607
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2946
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1729
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4983
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1380.2114
UserCPU time millis
694.13
UserCPU time millis testing
1.18
UserCPU time millis training
692.95