Run
7875829

Run 7875829

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)_eta0.0109884259873085
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight14.1364060533384
mlr.classif.xgboost(9)_subsample0.492382566677406
mlr.classif.xgboost(9)_colsample_bytree0.192758965538815
mlr.classif.xgboost(9)_colsample_bylevel0.866510117659345
mlr.classif.xgboost(9)_lambda0.100283697626411
mlr.classif.xgboost(9)_alpha798.922538968705
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1960
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
0.8115
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7508
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4885
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8892.2627
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.412
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
0.7683
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7597
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7597
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4326
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8752
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1289.5817
UserCPU time millis
960.816
UserCPU time millis testing
12.085
UserCPU time millis training
948.731