Run
2413567

Run 2413567

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)_eta0.0149736574648721
mlr.classif.xgboost(6)_subsample0.345830011530779
mlr.classif.xgboost(6)_lambda0.00300458474315483
mlr.classif.xgboost(6)_alpha0.809024985116025
mlr.classif.xgboost(6)_nrounds4462
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
0.9955
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9614
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13004.9985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.009
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
0.9956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9955
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9955
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0779
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0629
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2619
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.3841
UserCPU time millis
665.422
UserCPU time millis testing
0.083
UserCPU time millis training
665.339