Run
4372324

Run 4372324

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.trees1818
mlr.classif.ranger(13)_mtry21
mlr.classif.ranger(13)_sample.fraction0.190282750804909
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
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9893
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9051
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8221.2335
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0361
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
0.9894
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9896
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9896
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3127
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1022
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4251
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.5623
UserCPU time millis
743.106
UserCPU time millis testing
30.752
UserCPU time millis training
712.354