Run
8855335

Run 8855335

Task 145854 (Supervised Classification) nomao Uploaded 28-01-2018 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.trees916
mlr.classif.ranger(9)_mtry57
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_sample.fraction0.317659300821833
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
0.9931
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9655
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9153
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29245.1488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0659
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
0.9655
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1616
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3659
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1817.5042
UserCPU time millis
1070.806
UserCPU time millis testing
8.539
UserCPU time millis training
1062.267