Run
7947998

Run 7947998

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)_eta0.0258287207269197
mlr.classif.xgboost(7)_gamma0.0353858475543899
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight2.32359153829664
mlr.classif.xgboost(7)_subsample0.89945573839359
mlr.classif.xgboost(7)_colsample_bytree0.569401977211237
mlr.classif.xgboost(7)_colsample_bylevel0.68354552295059
mlr.classif.xgboost(7)_lambda0.859897727227985
mlr.classif.xgboost(7)_alpha0.209287461867814
mlr.classif.xgboost(7)_nrounds3371
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
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35926.4609
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1096
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
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9352
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9352
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2243
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2211
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4473
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
204.2917
UserCPU time millis
2823.14
UserCPU time millis testing
8.36
UserCPU time millis training
2814.78