Run
8008819

Run 8008819

Task 9977 (Supervised Classification) nomao Uploaded 17-10-2017 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.trees1483
mlr.classif.ranger(9)_mtry114
mlr.classif.ranger(9)_min.node.size7873
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.638513839826919
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
0.9219
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8612
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6652
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17338.7268
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2043
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
0.8646
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8593
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5007
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3139
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.695
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1821.7903
UserCPU time millis
1859.462
UserCPU time millis testing
8.282
UserCPU time millis training
1851.18