Run
8783800

Run 8783800

Task 145854 (Supervised Classification) nomao Uploaded 10-01-2018 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.trees1132
mlr.classif.ranger(16)_mtry68
mlr.classif.ranger(16)_min.node.size539
mlr.classif.ranger(16)_sample.fraction0.808242564485408
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
0.9859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8662
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26814.09
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0943
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
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9459
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9459
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.231
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4506
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.163
UserCPU time millis
4136.882
UserCPU time millis testing
11.636
UserCPU time millis training
4125.246