Run
8266046

Run 8266046

Task 3896 (Supervised Classification) ada_agnostic Uploaded 27-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees279
mlr.classif.ranger(9)_mtry38
mlr.classif.ranger(9)_min.node.size657
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.877714967075735
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
0.878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.542
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1620.1443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2352
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
0.8337
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6303
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3409
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7893
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1843.2259
UserCPU time millis
10.299
UserCPU time millis testing
0.25
UserCPU time millis training
10.049