OpenML
8653253

Run 8653253

Task 3896 (Supervised Classification) ada_agnostic Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees439
mlr.classif.ranger(15)_mtry29
mlr.classif.ranger(15)_min.node.size21
mlr.classif.ranger(15)_sample.fraction0.31508078307379
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8466
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5759
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1843.4486
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2155
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8465
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8527
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8527
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5775
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.324
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.75
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1408.9615
UserCPU time millis
13.52
UserCPU time millis testing
0.57
UserCPU time millis training
12.95