Run
7945278

Run 7945278

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.00470435232402149
mlr.classif.xgboost(7)_gamma205.769253157215
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight16.3303585432923
mlr.classif.xgboost(7)_subsample0.918082196405157
mlr.classif.xgboost(7)_colsample_bytree0.991694447770715
mlr.classif.xgboost(7)_colsample_bylevel0.232864224165678
mlr.classif.xgboost(7)_lambda0.00877553262399886
mlr.classif.xgboost(7)_alpha189.705107084807
mlr.classif.xgboost(7)_nrounds2990
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5265
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15848.5006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3369
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
0.7831
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7764
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7764
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6895
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3894
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7878
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
172.414
UserCPU time millis
2230.76
UserCPU time millis testing
0.65
UserCPU time millis training
2230.11