Run
7945265

Run 7945265

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)_eta0.0450485199934609
mlr.classif.xgboost(7)_gamma0.993461891785807
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight12.8882465482448
mlr.classif.xgboost(7)_subsample0.82629835549742
mlr.classif.xgboost(7)_colsample_bytree0.693951968848705
mlr.classif.xgboost(7)_colsample_bylevel0.481691566668451
mlr.classif.xgboost(7)_lambda0.00561222298949878
mlr.classif.xgboost(7)_alpha687.742101436839
mlr.classif.xgboost(7)_nrounds683
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
0.8431
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14228.0653
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3543
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
0.7752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7687
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7687
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4034
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8162
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.4752
UserCPU time millis
140.89
UserCPU time millis testing
0.23
UserCPU time millis training
140.66