Run
2413574

Run 2413574

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)_eta0.0254533958500256
mlr.classif.xgboost(6)_subsample0.911333852191456
mlr.classif.xgboost(6)_lambda0.00228616910209304
mlr.classif.xgboost(6)_alpha2.03089249615574
mlr.classif.xgboost(6)_nrounds4223
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
0.9992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.995
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9567
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12779.1239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0102
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
0.995
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9949
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9949
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0883
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.065
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2706
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.5406
UserCPU time millis
692.605
UserCPU time millis testing
0.09
UserCPU time millis training
692.515