Run
6278931

Run 6278931

Task 146012 (Supervised Classification) electricity Uploaded 28-08-2017 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)_eta0.0525436040247534
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight65.3214551200446
mlr.classif.xgboost(9)_subsample0.450041886349209
mlr.classif.xgboost(9)_colsample_bytree0.532533987658098
mlr.classif.xgboost(9)_colsample_bylevel0.619812725111842
mlr.classif.xgboost(9)_lambda172.403571163291
mlr.classif.xgboost(9)_alpha127.920122292547
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3691
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
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.817
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6237
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20969.0588
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2789
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
0.8185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8185
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8185
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5708
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3596
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7275
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1256.6661
UserCPU time millis
2259.45
UserCPU time millis testing
26.442
UserCPU time millis training
2233.008