Run
7940878

Run 7940878

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.734414943391372
mlr.classif.xgboost(7)_gamma0.0436870135057102
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight124.468235341485
mlr.classif.xgboost(7)_subsample0.291143654938787
mlr.classif.xgboost(7)_colsample_bytree0.240168173797429
mlr.classif.xgboost(7)_colsample_bylevel0.412917962856591
mlr.classif.xgboost(7)_lambda8.59230938854228
mlr.classif.xgboost(7)_alpha210.596834972401
mlr.classif.xgboost(7)_nrounds1606
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
0.8562
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7689
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16333.1423
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3299
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
0.7811
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7753
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7753
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6752
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3921
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7933
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.7055
UserCPU time millis
295.17
UserCPU time millis testing
0.26
UserCPU time millis training
294.91