Run
7897301

Run 7897301

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)_eta0.020268951282516
mlr.classif.xgboost(9)_min_child_weight30.3808198272191
mlr.classif.xgboost(9)_subsample0.757653537602164
mlr.classif.xgboost(9)_colsample_bytree0.756567037198693
mlr.classif.xgboost(9)_colsample_bylevel0.60571146546863
mlr.classif.xgboost(9)_lambda0.00325025053560908
mlr.classif.xgboost(9)_alpha0.00463820526049182
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4189
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
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.903
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8014
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31214.4283
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1639
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
0.903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9031
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9031
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2683
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5429
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.353
UserCPU time millis
6558.528
UserCPU time millis testing
102.402
UserCPU time millis training
6456.126