Run
7890602

Run 7890602

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)_eta0.351141901042965
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight1.25198635161564
mlr.classif.xgboost(9)_subsample0.584006604086608
mlr.classif.xgboost(9)_colsample_bytree0.695971189532429
mlr.classif.xgboost(9)_colsample_bylevel0.43619784200564
mlr.classif.xgboost(9)_lambda0.00330673350742581
mlr.classif.xgboost(9)_alpha0.00112737352066028
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4927
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
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38400.2246
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0754
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
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9316
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9316
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2352
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.1624
UserCPU time millis
7816.322
UserCPU time millis testing
134.728
UserCPU time millis training
7681.594