Run
7846042

Run 7846042

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)_eta0.0995304766233271
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight1.37679420919905
mlr.classif.xgboost(9)_subsample0.12796619059518
mlr.classif.xgboost(9)_colsample_bytree0.494717245223001
mlr.classif.xgboost(9)_colsample_bylevel0.784801112022251
mlr.classif.xgboost(9)_lambda0.00866605756578
mlr.classif.xgboost(9)_alpha0.013204137777296
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1707
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
0.9725
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9145
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.825
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35327.8789
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1125
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
0.9145
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9146
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9146
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2303
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5086
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.3575
UserCPU time millis
2642.227
UserCPU time millis testing
58.294
UserCPU time millis training
2583.933