Run
8364147

Run 8364147

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.trees1619
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size532
mlr.classif.ranger(13)_sample.fraction0.750804452970624
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
0.9874
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9433
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22316.1061
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.161
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
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9442
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9442
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3944
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5168
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.6811
UserCPU time millis
1499.982
UserCPU time millis testing
86.048
UserCPU time millis training
1413.934