Run
8756929

Run 8756929

Task 9977 (Supervised Classification) nomao Uploaded 30-12-2017 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.trees790
mlr.classif.ranger(9)_mtry79
mlr.classif.ranger(9)_min.node.size516
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.339071926288307
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
0.9817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9357
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8407
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25655.3623
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1075
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
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9366
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4862
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1900.5842
UserCPU time millis
908.912
UserCPU time millis testing
5.122
UserCPU time millis training
903.79