OpenML
2413281

Run 2413281

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)_eta0.0856545284830911
mlr.classif.xgboost(6)_max_depth8
mlr.classif.xgboost(6)_min_child_weight1.69762540156278
mlr.classif.xgboost(6)_subsample0.556494459928945
mlr.classif.xgboost(6)_colsample_bytree0.545799797633663
mlr.classif.xgboost(6)_colsample_bylevel0.637100990395993
mlr.classif.xgboost(6)_lambda0.0290020929772494
mlr.classif.xgboost(6)_alpha33.6780151973738
mlr.classif.xgboost(6)_nrounds906
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
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9928
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9376
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11596.4056
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0227
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
0.9928
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9928
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9928
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0812
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3378
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.2342
UserCPU time millis
160.703
UserCPU time millis testing
0.173
UserCPU time millis training
160.53