Run
6358081

Run 6358081

Task 31 (Supervised Classification) credit-g Uploaded 29-08-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.031284811099141
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight2.26488909151276
mlr.classif.xgboost(9)_subsample0.784566982323304
mlr.classif.xgboost(9)_colsample_bytree0.977622498758137
mlr.classif.xgboost(9)_colsample_bylevel0.815526722930372
mlr.classif.xgboost(9)_lambda1.8788407968445
mlr.classif.xgboost(9)_alpha0.111199731370719
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4230
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.7736
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7573
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4084
Cross-validation details (10-fold Crossvalidation)
KB relative information score
291.0384
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2867
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7551
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.765
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.765
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6824
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4178
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9118
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1326.5235
UserCPU time millis
251.587
UserCPU time millis testing
1.251
UserCPU time millis training
250.336