OpenML
6376738

Run 6376738

Task 9977 (Supervised Classification) nomao 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)_eta0.0693230159244566
mlr.classif.xgboost(9)_min_child_weight5.55690358954427
mlr.classif.xgboost(9)_subsample0.469413931621239
mlr.classif.xgboost(9)_colsample_bytree0.68275407073088
mlr.classif.xgboost(9)_colsample_bylevel0.581631273264065
mlr.classif.xgboost(9)_lambda31.2974893452223
mlr.classif.xgboost(9)_alpha21.6519941374565
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2202
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
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9181
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30162.9022
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0529
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9666
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1297
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1578
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3494
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.3144
UserCPU time millis
10651.178
UserCPU time millis testing
24.486
UserCPU time millis training
10626.692