Run
2413620

Run 2413620

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)_eta0.611647820073889
mlr.classif.xgboost(6)_max_depth15
mlr.classif.xgboost(6)_min_child_weight17.8835579991468
mlr.classif.xgboost(6)_subsample0.527437905897386
mlr.classif.xgboost(6)_colsample_bytree0.593083773739636
mlr.classif.xgboost(6)_colsample_bylevel0.668326176702976
mlr.classif.xgboost(6)_lambda0.157556260087735
mlr.classif.xgboost(6)_alpha0.0217705643746602
mlr.classif.xgboost(6)_nrounds4674
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
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9899
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12185.334
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0138
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
0.9899
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.99
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.99
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1191
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3601
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1736.808
UserCPU time millis
871.851
UserCPU time millis testing
1.166
UserCPU time millis training
870.685