Run
7946111

Run 7946111

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.0243440974174177
mlr.classif.xgboost(7)_gamma0.0629811736750954
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight8.25437265098161
mlr.classif.xgboost(7)_subsample0.821546858688816
mlr.classif.xgboost(7)_colsample_bytree0.581169928237796
mlr.classif.xgboost(7)_colsample_bylevel0.261992532946169
mlr.classif.xgboost(7)_lambda0.215835056100544
mlr.classif.xgboost(7)_alpha260.440863991046
mlr.classif.xgboost(7)_nrounds3713
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
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7978
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5838
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18756.5168
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3037
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
0.8042
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6215
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3734
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7554
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
179.6217
UserCPU time millis
770.11
UserCPU time millis testing
0.57
UserCPU time millis training
769.54