Run
7945284

Run 7945284

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)_eta0.0126465767683416
mlr.classif.xgboost(7)_gamma30.1327883250897
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight2.97706334545083
mlr.classif.xgboost(7)_subsample0.76275907154195
mlr.classif.xgboost(7)_colsample_bytree0.985093721374869
mlr.classif.xgboost(7)_colsample_bylevel0.623621912673116
mlr.classif.xgboost(7)_lambda489.507036247674
mlr.classif.xgboost(7)_alpha0.00163078220064946
mlr.classif.xgboost(7)_nrounds3699
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
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8211
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6326
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21780.2067
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2698
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
0.8215
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8221
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8221
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5521
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3543
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7168
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.7527
UserCPU time millis
8761.22
UserCPU time millis testing
1.25
UserCPU time millis training
8759.97