Run
8857198

Run 8857198

Task 145854 (Supervised Classification) nomao Uploaded 30-01-2018 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.trees804
mlr.classif.ranger(9)_mtry117
mlr.classif.ranger(9)_min.node.size4694
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.159586100350134
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.8572
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6549
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15619.6033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2337
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
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8576
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8576
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5726
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7407
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1736.534
UserCPU time millis
120.833
UserCPU time millis testing
3.734
UserCPU time millis training
117.099