Run
8545306

Run 8545306

Task 9889 (Supervised Classification) wilt Uploaded 20-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1756
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size64
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.239335549389944
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9557
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4925
Cross-validation details (10-fold Crossvalidation)
KB relative information score
802.355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0666
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9636
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6514
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7231
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1337.0393
UserCPU time millis
22.3
UserCPU time millis testing
1.93
UserCPU time millis training
20.37