Run
8504582

Run 8504582

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 08-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees817
mlr.classif.ranger(15)_mtry32
mlr.classif.ranger(15)_min.node.size274
mlr.classif.ranger(15)_sample.fraction0.897103676619008
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9777
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9714
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8777
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2263.0219
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0748
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
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3106
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1642
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4733
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1386.0799
UserCPU time millis
222.77
UserCPU time millis testing
2.12
UserCPU time millis training
220.65