Run
8789029

Run 8789029

Task 145854 (Supervised Classification) nomao Uploaded 13-01-2018 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.trees1506
mlr.classif.ranger(16)_mtry62
mlr.classif.ranger(16)_min.node.size208
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.485554888169281
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.951
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27430.9839
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0872
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9511
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9511
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2137
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.195
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4317
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.0724
UserCPU time millis
4946.527
UserCPU time millis testing
19.271
UserCPU time millis training
4927.256