Run
7888590

Run 7888590

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)_eta0.035438115857609
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight2.12496509198403
mlr.classif.xgboost(9)_subsample0.48491117854137
mlr.classif.xgboost(9)_colsample_bytree0.535763277905062
mlr.classif.xgboost(9)_colsample_bylevel0.962192990584299
mlr.classif.xgboost(9)_lambda0.00115851045580703
mlr.classif.xgboost(9)_alpha3.44893160988213
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2317
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
0.9813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9308
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8583
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35440.4216
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1152
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
0.9308
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9309
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2358
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4595
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1295.5205
UserCPU time millis
6447.177
UserCPU time millis testing
91.948
UserCPU time millis training
6355.229