Run
7907491

Run 7907491

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)_eta0.062120948526931
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight27.8634462841203
mlr.classif.xgboost(9)_subsample0.413121671322733
mlr.classif.xgboost(9)_colsample_bytree0.59535271092318
mlr.classif.xgboost(9)_colsample_bylevel0.604640459874645
mlr.classif.xgboost(9)_lambda0.0361698676691602
mlr.classif.xgboost(9)_alpha35.3942703444997
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds420
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
0.916
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8363
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6641
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23646.5281
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2483
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
0.8365
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.837
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5082
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3401
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.688
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1263.7795
UserCPU time millis
516.722
UserCPU time millis testing
7.775
UserCPU time millis training
508.947