OpenML
2413320

Run 2413320

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)_eta0.124773456283529
mlr.classif.xgboost(6)_subsample0.952623658324592
mlr.classif.xgboost(6)_lambda0.00473825424838623
mlr.classif.xgboost(6)_alpha0.0102978122795701
mlr.classif.xgboost(6)_nrounds1450
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
0.9988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9936
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9445
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13021.7529
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0083
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
0.9936
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0718
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0732
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3045
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.0384
UserCPU time millis
218.551
UserCPU time millis testing
0.107
UserCPU time millis training
218.444