Run
7947935

Run 7947935

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)_eta0.00387456497209598
mlr.classif.xgboost(7)_gamma0.0566960334203902
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight119.298469831621
mlr.classif.xgboost(7)_subsample0.548846184299327
mlr.classif.xgboost(7)_colsample_bytree0.430095838196576
mlr.classif.xgboost(7)_colsample_bylevel0.791747813299298
mlr.classif.xgboost(7)_lambda964.69025960546
mlr.classif.xgboost(7)_alpha244.84067707899
mlr.classif.xgboost(7)_nrounds196
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
0.8122
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7543
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4963
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3167.5045
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4647
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
0.7751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.764
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9511
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4678
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9465
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.7893
UserCPU time millis
77
UserCPU time millis testing
0.21
UserCPU time millis training
76.79