Run
7916646

Run 7916646

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.558428101416664
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight55.4989216388141
mlr.classif.xgboost(9)_subsample0.947221043962054
mlr.classif.xgboost(9)_colsample_bytree0.36321710026823
mlr.classif.xgboost(9)_colsample_bylevel0.43283163337037
mlr.classif.xgboost(9)_lambda0.0790486865054078
mlr.classif.xgboost(9)_alpha0.595555664235995
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds341
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9622
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31749.5171
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1556
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
0.8966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8967
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2739
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5542
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1297.1131
UserCPU time millis
513.287
UserCPU time millis testing
8.792
UserCPU time millis training
504.495