Run
7945218

Run 7945218

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)_eta0.0218835657966422
mlr.classif.xgboost(7)_gamma0.037421253745079
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight67.0520739980189
mlr.classif.xgboost(7)_subsample0.285873946337961
mlr.classif.xgboost(7)_colsample_bytree0.245760483108461
mlr.classif.xgboost(7)_colsample_bylevel0.393989404849708
mlr.classif.xgboost(7)_lambda123.844363058449
mlr.classif.xgboost(7)_alpha0.00137174855817186
mlr.classif.xgboost(7)_nrounds1456
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
0.8887
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6093
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19851.486
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2912
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
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.596
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3662
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7409
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.0011
UserCPU time millis
459.07
UserCPU time millis testing
0.51
UserCPU time millis training
458.56