Run
7947808

Run 7947808

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.432438359011033
mlr.classif.xgboost(7)_gamma21.8169107338422
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight13.4577425514865
mlr.classif.xgboost(7)_subsample0.365557649405673
mlr.classif.xgboost(7)_colsample_bytree0.459296698868275
mlr.classif.xgboost(7)_colsample_bylevel0.521576877497137
mlr.classif.xgboost(7)_lambda0.704783038204032
mlr.classif.xgboost(7)_alpha0.00297492906531875
mlr.classif.xgboost(7)_nrounds1658
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
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8649
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7231
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26935.5586
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2113
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
0.865
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4324
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3115
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6302
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
186.5276
UserCPU time millis
732.52
UserCPU time millis testing
0.28
UserCPU time millis training
732.24