Run
8628326

Run 8628326

Task 145854 (Supervised Classification) nomao Uploaded 09-12-2017 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.trees220
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size1
mlr.classif.ranger(16)_sample.fraction0.866452347533777
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
0.995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.969
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9238
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29446.4249
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0646
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
0.969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9691
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1583
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1568
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.347
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
936.5968
UserCPU time millis
275.485
UserCPU time millis testing
7.357
UserCPU time millis training
268.128