Run
8453983

Run 8453983

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1756
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size271
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.149390352703631
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9452
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1995.25
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1074
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
0.9516
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4458
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1961
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5652
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1234.1494
UserCPU time millis
302.208
UserCPU time millis testing
16.025
UserCPU time millis training
286.183