Run
8368790

Run 8368790

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 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.trees710
mlr.classif.ranger(13)_mtry23
mlr.classif.ranger(13)_min.node.size2302
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.974040988343768
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
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9317
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8301
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24851.8977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1202
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
0.9326
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9328
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9328
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2945
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4962
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1234.3927
UserCPU time millis
2513.067
UserCPU time millis testing
30.987
UserCPU time millis training
2482.08