OpenML
2413285

Run 2413285

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)_eta0.00627728187627877
mlr.classif.xgboost(6)_max_depth2
mlr.classif.xgboost(6)_min_child_weight18.4575565464958
mlr.classif.xgboost(6)_subsample0.295906850579195
mlr.classif.xgboost(6)_colsample_bytree0.86395429330878
mlr.classif.xgboost(6)_colsample_bylevel0.169564007082954
mlr.classif.xgboost(6)_lambda2.19135690423963
mlr.classif.xgboost(6)_alpha80.4041200836245
mlr.classif.xgboost(6)_nrounds1717
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
0.9941
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9532
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4182.755
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0733
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
0.9616
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9612
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9612
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1568
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6526
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.2875
UserCPU time millis
175.194
UserCPU time millis testing
0.728
UserCPU time millis training
174.466