Run
7904558

Run 7904558

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)_eta0.00526700178842317
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight12.4166403904551
mlr.classif.xgboost(9)_subsample0.699054976110347
mlr.classif.xgboost(9)_colsample_bytree0.969671246130019
mlr.classif.xgboost(9)_colsample_bylevel0.763315439224243
mlr.classif.xgboost(9)_lambda621.964622424491
mlr.classif.xgboost(9)_alpha0.296032469207675
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds236
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
0.8642
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5419
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10522.4244
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3971
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
0.7886
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7831
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7831
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8128
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8421
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.8693
UserCPU time millis
560.948
UserCPU time millis testing
4.447
UserCPU time millis training
556.501