Run
2413627

Run 2413627

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)_eta0.00447134390861159
mlr.classif.xgboost(6)_max_depth11
mlr.classif.xgboost(6)_min_child_weight11.3196957583814
mlr.classif.xgboost(6)_subsample0.126403789804317
mlr.classif.xgboost(6)_colsample_bytree0.818881809944287
mlr.classif.xgboost(6)_colsample_bylevel0.872365245828405
mlr.classif.xgboost(6)_lambda0.00396773318864316
mlr.classif.xgboost(6)_alpha15.4924041743304
mlr.classif.xgboost(6)_nrounds4584
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
0.9951
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8565
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9447.0544
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0372
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
0.9836
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3219
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1115
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4639
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1814.6376
UserCPU time millis
1033.428
UserCPU time millis testing
1.27
UserCPU time millis training
1032.158