Run
8677093

Run 8677093

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 24-12-2017 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.trees935
mlr.classif.ranger(9)_mtry1153
mlr.classif.ranger(9)_min.node.size566
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.326496960339136
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8321
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2286.7196
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0671
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
0.9596
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2786
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1812
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5222
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.4089
UserCPU time millis
1349.056
UserCPU time millis testing
1.309
UserCPU time millis training
1347.747