Run
7885084

Run 7885084

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)_eta0.0179977264236944
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight2.82569089524932
mlr.classif.xgboost(9)_subsample0.76674343184568
mlr.classif.xgboost(9)_colsample_bytree0.542941495776176
mlr.classif.xgboost(9)_colsample_bylevel0.719084132695571
mlr.classif.xgboost(9)_lambda0.0937016147844412
mlr.classif.xgboost(9)_alpha0.00705919243671079
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds274
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
0.9747
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9165
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8289
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30799.7359
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1736
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
0.9166
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9167
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9167
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3552
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2562
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5184
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.0469
UserCPU time millis
991.52
UserCPU time millis testing
15.524
UserCPU time millis training
975.996