Run
6360440

Run 6360440

Task 146012 (Supervised Classification) electricity Uploaded 29-08-2017 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)_eta0.00311735854003728
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight28.073056829261
mlr.classif.xgboost(9)_subsample0.226007664948702
mlr.classif.xgboost(9)_colsample_bytree0.329038617666811
mlr.classif.xgboost(9)_colsample_bylevel0.862125614192337
mlr.classif.xgboost(9)_lambda49.3872694164613
mlr.classif.xgboost(9)_alpha1.53647799187591
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds693
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
0.8676
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7827
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5532
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11553.6554
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3853
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
0.7958
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7888
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7888
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7886
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4095
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8286
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1246.6126
UserCPU time millis
843.156
UserCPU time millis testing
15.131
UserCPU time millis training
828.025