Run
7946108

Run 7946108

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)_eta0.123527994918126
mlr.classif.xgboost(7)_gamma0.177369089379565
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight27.4625791190333
mlr.classif.xgboost(7)_subsample0.173644748656079
mlr.classif.xgboost(7)_colsample_bytree0.418630978651345
mlr.classif.xgboost(7)_colsample_bylevel0.388955845870078
mlr.classif.xgboost(7)_lambda218.080852814938
mlr.classif.xgboost(7)_alpha0.0540491973365411
mlr.classif.xgboost(7)_nrounds4609
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
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8471
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6863
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24951.1624
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2331
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
0.8472
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8476
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8476
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3312
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6701
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.9156
UserCPU time millis
1545.01
UserCPU time millis testing
1.8
UserCPU time millis training
1543.21