OpenML
8652571

Run 8652571

Task 3903 (Supervised Classification) pc3 Uploaded 15-12-2017 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.trees1780
mlr.classif.ranger(16)_mtry36
mlr.classif.ranger(16)_min.node.size102
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.458009800408036
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
0.8284
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8516
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0195
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-308.7426
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1568
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8976
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8976
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8511
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2798
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9232
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1208.394
UserCPU time millis
31.993
UserCPU time millis testing
0.764
UserCPU time millis training
31.229