Run
7844383

Run 7844383

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.027265434218496
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight126.384497302521
mlr.classif.xgboost(9)_subsample0.267043991852552
mlr.classif.xgboost(9)_colsample_bytree0.718817800283432
mlr.classif.xgboost(9)_colsample_bylevel0.894569885684177
mlr.classif.xgboost(9)_lambda5.30043982034614
mlr.classif.xgboost(9)_alpha0.00756637257143571
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds522
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9078
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8284
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6479
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23127.4818
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2536
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
0.8286
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8291
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8291
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.519
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3473
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7026
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1273.281
UserCPU time millis
772.256
UserCPU time millis testing
9.724
UserCPU time millis training
762.532