Run
8369361

Run 8369361

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.trees681
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size2474
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.207976047764532
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
0.9685
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8582
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6371
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12167.3697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2812
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
0.8815
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8698
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8698
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6891
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3325
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.736
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.5707
UserCPU time millis
271.839
UserCPU time millis testing
21.088
UserCPU time millis training
250.751