Run
7860997

Run 7860997

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)_eta0.14339957872192
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight24.5193762630035
mlr.classif.xgboost(9)_subsample0.787378972745501
mlr.classif.xgboost(9)_colsample_bytree0.727747858734801
mlr.classif.xgboost(9)_colsample_bylevel0.636976879555732
mlr.classif.xgboost(9)_lambda24.2762872220287
mlr.classif.xgboost(9)_alpha0.0487796642749427
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds814
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
0.9734
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9148
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8255
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33094.8735
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1421
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
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9148
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9148
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2909
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
1275.0409
UserCPU time millis
1584.073
UserCPU time millis testing
22.283
UserCPU time millis training
1561.79