OpenML
8316172

Run 8316172

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 29-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees273
mlr.classif.ranger(13)_mtry26
mlr.classif.ranger(13)_min.node.size2336
mlr.classif.ranger(13)_sample.fraction0.999599337484688
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
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8033
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2065.9001
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0996
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
0.9587
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9579
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9579
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4133
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1845
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5317
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.2263
UserCPU time millis
162.66
UserCPU time millis testing
4.779
UserCPU time millis training
157.881