Run
7912494

Run 7912494

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)_eta0.344900317228096
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight24.6254330169037
mlr.classif.xgboost(9)_subsample0.232697500335053
mlr.classif.xgboost(9)_colsample_bytree0.300216036848724
mlr.classif.xgboost(9)_colsample_bylevel0.303645470179617
mlr.classif.xgboost(9)_lambda0.0413794406194087
mlr.classif.xgboost(9)_alpha0.119485501708586
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1835
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
0.9473
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7467
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29582.7105
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1793
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
0.8763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8765
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8765
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.367
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.299
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.605
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1283.5726
UserCPU time millis
1439.013
UserCPU time millis testing
30.318
UserCPU time millis training
1408.695