Run
7896177

Run 7896177

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)_eta0.120907931151973
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight9.08525613271084
mlr.classif.xgboost(9)_subsample0.929810493532568
mlr.classif.xgboost(9)_colsample_bytree0.66245500696823
mlr.classif.xgboost(9)_colsample_bylevel0.73112879646942
mlr.classif.xgboost(9)_lambda0.231588940397763
mlr.classif.xgboost(9)_alpha0.515943671011491
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4548
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
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8741
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38258.9693
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0793
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
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9385
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1623
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2159
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4367
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.3811
UserCPU time millis
10401.294
UserCPU time millis testing
161.121
UserCPU time millis training
10240.173