OpenML
2413284

Run 2413284

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)_eta0.108822350697911
mlr.classif.xgboost(6)_max_depth14
mlr.classif.xgboost(6)_min_child_weight19.8831361319621
mlr.classif.xgboost(6)_subsample0.151487756543793
mlr.classif.xgboost(6)_colsample_bytree0.318835638929158
mlr.classif.xgboost(6)_colsample_bylevel0.540182186057791
mlr.classif.xgboost(6)_lambda1.4602935149732
mlr.classif.xgboost(6)_alpha63.7667745653438
mlr.classif.xgboost(6)_nrounds2014
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
0.9917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9263
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2161
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2344.4884
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0829
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
0.9477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9462
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9462
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.717
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1714
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7133
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1834.6667
UserCPU time millis
170.526
UserCPU time millis testing
0.28
UserCPU time millis training
170.246