Run
2413635

Run 2413635

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)_eta0.00412962850066525
mlr.classif.xgboost(6)_max_depth7
mlr.classif.xgboost(6)_min_child_weight34.9369746998795
mlr.classif.xgboost(6)_subsample0.738143554073758
mlr.classif.xgboost(6)_colsample_bytree0.86206726054661
mlr.classif.xgboost(6)_colsample_bylevel0.820832141907886
mlr.classif.xgboost(6)_lambda0.0199394297139088
mlr.classif.xgboost(6)_alpha29.4564064746019
mlr.classif.xgboost(6)_nrounds3055
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
0.9974
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9023
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11192.3093
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0238
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
0.9887
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9888
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0929
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3867
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1800.185
UserCPU time millis
1336.703
UserCPU time millis testing
1.189
UserCPU time millis training
1335.514