Run
7941720

Run 7941720

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.971200178368911
mlr.classif.xgboost(7)_gamma0.105601791814633
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight62.9878319859424
mlr.classif.xgboost(7)_subsample0.677243330562487
mlr.classif.xgboost(7)_colsample_bytree0.780713765509427
mlr.classif.xgboost(7)_colsample_bylevel0.657112783379853
mlr.classif.xgboost(7)_lambda0.0198843183604636
mlr.classif.xgboost(7)_alpha11.3125054659673
mlr.classif.xgboost(7)_nrounds2349
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
0.9713
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34351.4491
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1252
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
0.9129
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.913
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.913
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2528
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5115
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.3647
UserCPU time millis
1820.51
UserCPU time millis testing
1.29
UserCPU time millis training
1819.22