Run
4370615

Run 4370615

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 05-07-2017 by OpenML_Bot R
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  • AzureBot4 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees948
mlr.classif.ranger(13)_mtry20
mlr.classif.ranger(13)_sample.fraction0.4957524090074
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
0.9986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9921
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9581.3645
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0294
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9921
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9922
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9922
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2544
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0904
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3759
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.503
UserCPU time millis
652.461
UserCPU time millis testing
16.899
UserCPU time millis training
635.562