Run
7941250

Run 7941250

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0020822077210933
mlr.classif.xgboost(7)_gamma0.470141574678705
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight1.4355156681669
mlr.classif.xgboost(7)_subsample0.757845739671029
mlr.classif.xgboost(7)_colsample_bytree0.827607857063413
mlr.classif.xgboost(7)_colsample_bylevel0.509212328307331
mlr.classif.xgboost(7)_lambda0.00453675254234006
mlr.classif.xgboost(7)_alpha329.392670695152
mlr.classif.xgboost(7)_nrounds1734
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
0.8676
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5386
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15114.4126
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3458
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
0.7864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7814
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7814
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7076
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.793
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.9296
UserCPU time millis
1170.9
UserCPU time millis testing
0.96
UserCPU time millis training
1169.94