Run
7845615

Run 7845615

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)_eta0.00218265337193296
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight14.4088896689085
mlr.classif.xgboost(9)_subsample0.865626092208549
mlr.classif.xgboost(9)_colsample_bytree0.702405469957739
mlr.classif.xgboost(9)_colsample_bylevel0.439916407223791
mlr.classif.xgboost(9)_lambda230.146146961451
mlr.classif.xgboost(9)_alpha80.3822015220594
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4963
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
0.8972
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8166
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6228
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20461.512
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2853
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
0.8183
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8183
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.584
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.36
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7283
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1261.659
UserCPU time millis
6208.532
UserCPU time millis testing
100.993
UserCPU time millis training
6107.539