Run
7941221

Run 7941221

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.645661231296059
mlr.classif.xgboost(7)_gamma0.244371441431564
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight60.5976783144826
mlr.classif.xgboost(7)_subsample0.889197916886769
mlr.classif.xgboost(7)_colsample_bytree0.549857657589018
mlr.classif.xgboost(7)_colsample_bylevel0.37812290135771
mlr.classif.xgboost(7)_lambda0.00415189929818885
mlr.classif.xgboost(7)_alpha0.00628709292302117
mlr.classif.xgboost(7)_nrounds2869
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
0.9506
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8808
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7557
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29407.633
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1822
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
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.373
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5962
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
220.7176
UserCPU time millis
717.7
UserCPU time millis testing
0.62
UserCPU time millis training
717.08