Run
8617174

Run 8617174

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 05-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1550
mlr.classif.ranger(16)_mtry13
mlr.classif.ranger(16)_min.node.size36
mlr.classif.ranger(16)_sample.fraction0.410156768164597
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9814
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2285.3069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0775
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
0.9696
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9692
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9692
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.165
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4754
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1144.6267
UserCPU time millis
292.705
UserCPU time millis testing
7.811
UserCPU time millis training
284.894