Run
7898680

Run 7898680

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)_eta0.0411737059396505
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight62.7115984752201
mlr.classif.xgboost(9)_subsample0.474147435836494
mlr.classif.xgboost(9)_colsample_bytree0.538475132547319
mlr.classif.xgboost(9)_colsample_bylevel0.767567336093634
mlr.classif.xgboost(9)_lambda0.690571991924491
mlr.classif.xgboost(9)_alpha542.463665028111
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1164
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
0.8382
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13290.963
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3654
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
0.7749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7684
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7684
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7478
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4081
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8256
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.0855
UserCPU time millis
719.552
UserCPU time millis testing
6.283
UserCPU time millis training
713.269