Run
7887551

Run 7887551

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)_eta0.0505977799673398
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight34.6797806923958
mlr.classif.xgboost(9)_subsample0.927177746966481
mlr.classif.xgboost(9)_colsample_bytree0.663864999078214
mlr.classif.xgboost(9)_colsample_bylevel0.267760729650036
mlr.classif.xgboost(9)_lambda865.533296804596
mlr.classif.xgboost(9)_alpha0.0109747987705678
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4585
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
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7271
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27221.6718
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2082
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
0.8669
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8671
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8671
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4262
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6243
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1283.9472
UserCPU time millis
5718.533
UserCPU time millis testing
103.2
UserCPU time millis training
5615.333