Run
6252415

Run 6252415

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)_eta0.0776851486509531
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight4.3945572112029
mlr.classif.xgboost(9)_subsample0.660560580994934
mlr.classif.xgboost(9)_colsample_bytree0.404703969601542
mlr.classif.xgboost(9)_colsample_bylevel0.4908892957028
mlr.classif.xgboost(9)_lambda0.00435088451981321
mlr.classif.xgboost(9)_alpha0.00182036105325843
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2135
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
0.9782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8462
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35604.7877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1115
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
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2281
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
0.4759
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1230.0695
UserCPU time millis
3274.311
UserCPU time millis testing
68.619
UserCPU time millis training
3205.692