Run
7945235

Run 7945235

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.00956978482254107
mlr.classif.xgboost(7)_gamma0.00239082850924088
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight24.2406773757997
mlr.classif.xgboost(7)_subsample0.459700346877798
mlr.classif.xgboost(7)_colsample_bytree0.485171490721405
mlr.classif.xgboost(7)_colsample_bylevel0.629807670228183
mlr.classif.xgboost(7)_lambda0.0112954793791547
mlr.classif.xgboost(7)_alpha0.0456607360450098
mlr.classif.xgboost(7)_nrounds696
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
0.8325
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7576
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5026
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13749.6047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3582
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
0.7763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7665
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7665
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7331
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8239
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.962
UserCPU time millis
127.96
UserCPU time millis testing
0.22
UserCPU time millis training
127.74