OpenML
2413326

Run 2413326

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 13-06-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(6)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(6)_boostergblinear
mlr.classif.xgboost(6)_eta0.499400155917325
mlr.classif.xgboost(6)_subsample0.376179982279427
mlr.classif.xgboost(6)_lambda2.18431320997957
mlr.classif.xgboost(6)_alpha0.388983562445104
mlr.classif.xgboost(6)_nrounds1449
mlr.classif.xgboost(6)_verbose0
mlr.classif.xgboost(6)_openml.seed1
mlr.classif.xgboost(6)_openml.kindMersenne-Twister
mlr.classif.xgboost(6)_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
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9943
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9507
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12629.8607
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0111
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
0.9943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0956
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0686
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2853
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1830.7134
UserCPU time millis
230.948
UserCPU time millis testing
0.106
UserCPU time millis training
230.842