Run
6354271

Run 6354271

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)_eta0.00178593601307863
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight1.14404438622519
mlr.classif.xgboost(9)_subsample0.138884106883779
mlr.classif.xgboost(9)_colsample_bytree0.899572144960985
mlr.classif.xgboost(9)_colsample_bylevel0.334758088458329
mlr.classif.xgboost(9)_lambda6.08132798791596
mlr.classif.xgboost(9)_alpha16.9515709580359
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1072
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
0.8809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7958
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14882.9646
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3503
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
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7998
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7998
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.717
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7857
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1246.5484
UserCPU time millis
1417.998
UserCPU time millis testing
25.179
UserCPU time millis training
1392.819