Run
7857406

Run 7857406

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)_eta0.0241111198040559
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight8.83251720846461
mlr.classif.xgboost(9)_subsample0.408456223551184
mlr.classif.xgboost(9)_colsample_bytree0.323164714965969
mlr.classif.xgboost(9)_colsample_bylevel0.478232310153544
mlr.classif.xgboost(9)_lambda423.037395668956
mlr.classif.xgboost(9)_alpha0.0258510665881975
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3234
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
0.9017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8238
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6377
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21671.7456
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2705
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
0.8249
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5537
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3543
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7167
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1242.5196
UserCPU time millis
2479.022
UserCPU time millis testing
46.698
UserCPU time millis training
2432.324