Run
8771847

Run 8771847

Task 3485 (Supervised Classification) scene Uploaded 03-01-2018 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.trees1132
mlr.classif.ranger(16)_mtry122
mlr.classif.ranger(16)_min.node.size23
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.138060685270466
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
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5274
Cross-validation details (10-fold Crossvalidation)
KB relative information score
788.4269
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2009
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8928
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8928
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.683
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2834
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7392
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.0326
UserCPU time millis
162.199
UserCPU time millis testing
1.089
UserCPU time millis training
161.11