Run
7848800

Run 7848800

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)_eta0.012094064527927
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight17.6790141325919
mlr.classif.xgboost(9)_subsample0.185516964527778
mlr.classif.xgboost(9)_colsample_bytree0.522006289567798
mlr.classif.xgboost(9)_colsample_bylevel0.311254289699718
mlr.classif.xgboost(9)_lambda0.00210409907152224
mlr.classif.xgboost(9)_alpha30.7768216290071
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3991
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
0.9007
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8219
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21771.7267
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2694
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
0.8228
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8231
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8231
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5513
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3547
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7177
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.5198
UserCPU time millis
2874.248
UserCPU time millis testing
49.695
UserCPU time millis training
2824.553