Run
7945290

Run 7945290

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.00231548534779277
mlr.classif.xgboost(7)_gamma1.21033310332762
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight4.40723965322804
mlr.classif.xgboost(7)_subsample0.511697788932361
mlr.classif.xgboost(7)_colsample_bytree0.709298138692975
mlr.classif.xgboost(7)_colsample_bylevel0.395191022194922
mlr.classif.xgboost(7)_lambda0.00318013189061628
mlr.classif.xgboost(7)_alpha0.244205005438052
mlr.classif.xgboost(7)_nrounds801
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
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8615
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7155
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20340.1496
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2947
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
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6849
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
206.795
UserCPU time millis
1076.03
UserCPU time millis testing
2.57
UserCPU time millis training
1073.46