Run
7903877

Run 7903877

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)_eta0.00285719051106821
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight1.57855586303719
mlr.classif.xgboost(9)_subsample0.764071103627794
mlr.classif.xgboost(9)_colsample_bytree0.510262322844937
mlr.classif.xgboost(9)_colsample_bylevel0.3518369612284
mlr.classif.xgboost(9)_lambda3.90840918745505
mlr.classif.xgboost(9)_alpha0.00150434903510918
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4322
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
0.944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8677
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7284
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26128.9036
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2226
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
0.8681
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8682
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8682
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4555
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6275
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1307.0422
UserCPU time millis
6475.463
UserCPU time millis testing
150.957
UserCPU time millis training
6324.506