Run
7938216

Run 7938216

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.0563336958736514
mlr.classif.xgboost(7)_gamma3.1363420293309
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight9.46744347907155
mlr.classif.xgboost(7)_subsample0.645511107915081
mlr.classif.xgboost(7)_colsample_bytree0.946695256233215
mlr.classif.xgboost(7)_colsample_bylevel0.272533120214939
mlr.classif.xgboost(7)_lambda0.00117568859086996
mlr.classif.xgboost(7)_alpha38.3891113527069
mlr.classif.xgboost(7)_nrounds3140
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
0.9331
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.702
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25777.2721
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2245
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
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8551
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8551
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6503
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
165.8745
UserCPU time millis
1835.5
UserCPU time millis testing
0.81
UserCPU time millis training
1834.69