Run
7947951

Run 7947951

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)_eta0.0959296460804704
mlr.classif.xgboost(7)_gamma0.534831738047851
mlr.classif.xgboost(7)_min_child_weight34.0586656420145
mlr.classif.xgboost(7)_subsample0.912659505917691
mlr.classif.xgboost(7)_colsample_bytree0.862550351582468
mlr.classif.xgboost(7)_colsample_bylevel0.958490494824946
mlr.classif.xgboost(7)_lambda0.0159587421032211
mlr.classif.xgboost(7)_alpha42.3921886989285
mlr.classif.xgboost(7)_nrounds716
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
0.9426
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8655
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7241
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27114.4929
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2095
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
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4288
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3091
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6254
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.8567
UserCPU time millis
444.04
UserCPU time millis testing
0.43
UserCPU time millis training
443.61