Run
7944353

Run 7944353

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.275458439914685
mlr.classif.xgboost(7)_gamma166.164144384516
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight8.12375650040258
mlr.classif.xgboost(7)_subsample0.925087785627693
mlr.classif.xgboost(7)_colsample_bytree0.827550049126148
mlr.classif.xgboost(7)_colsample_bylevel0.980407821014524
mlr.classif.xgboost(7)_lambda29.4466124174455
mlr.classif.xgboost(7)_alpha1.64116236166116
mlr.classif.xgboost(7)_nrounds4245
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
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6197
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20501.4912
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2842
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
0.8157
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8161
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8161
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5816
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3621
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7325
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
185.222
UserCPU time millis
5225.82
UserCPU time millis testing
0.91
UserCPU time millis training
5224.91