Run
7944475

Run 7944475

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00845827482510712
mlr.classif.xgboost(7)_gamma194.991886904355
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight36.8441357378907
mlr.classif.xgboost(7)_subsample0.63725968352519
mlr.classif.xgboost(7)_colsample_bytree0.707353155873716
mlr.classif.xgboost(7)_colsample_bylevel0.283624600991607
mlr.classif.xgboost(7)_lambda87.8593881842554
mlr.classif.xgboost(7)_alpha246.044699035241
mlr.classif.xgboost(7)_nrounds2196
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
0.8433
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7584
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5038
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13262.3301
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3653
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
0.7743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7664
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7664
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4073
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8241
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.4183
UserCPU time millis
730.59
UserCPU time millis testing
0.34
UserCPU time millis training
730.25