Run
8351727

Run 8351727

Task 3896 (Supervised Classification) ada_agnostic Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees910
mlr.classif.ranger(13)_mtry17
mlr.classif.ranger(13)_min.node.size642
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.675028422079049
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.8866
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8349
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5416
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1455.6366
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2501
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
0.8351
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6702
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3388
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7844
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.3375
UserCPU time millis
96.934
UserCPU time millis testing
4.199
UserCPU time millis training
92.735