Run
7947629

Run 7947629

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.0110005206327585
mlr.classif.xgboost(7)_gamma334.404768186888
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight14.7489805084306
mlr.classif.xgboost(7)_subsample0.261251850542612
mlr.classif.xgboost(7)_colsample_bytree0.861340221948922
mlr.classif.xgboost(7)_colsample_bylevel0.500666021183133
mlr.classif.xgboost(7)_lambda0.00526216691994196
mlr.classif.xgboost(7)_alpha0.00218008321850944
mlr.classif.xgboost(7)_nrounds3285
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.8483
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4936
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12178.1707
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3774
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7733
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7724
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.414
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8376
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
199.829
UserCPU time millis
2922.73
UserCPU time millis testing
0.53
UserCPU time millis training
2922.2