Run
7945233

Run 7945233

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)_eta0.00758975790174195
mlr.classif.xgboost(7)_gamma1.1354994975344
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight17.0043750387828
mlr.classif.xgboost(7)_subsample0.54502497438807
mlr.classif.xgboost(7)_colsample_bytree0.53917324859649
mlr.classif.xgboost(7)_colsample_bylevel0.417315126769245
mlr.classif.xgboost(7)_lambda864.833557445319
mlr.classif.xgboost(7)_alpha1.91295212044024
mlr.classif.xgboost(7)_nrounds670
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
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7657
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12882.8696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.37
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
0.7802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7729
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7729
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7572
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8222
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.0753
UserCPU time millis
224.07
UserCPU time millis testing
0.36
UserCPU time millis training
223.71