Run
7920828

Run 7920828

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)_eta0.00564626385143976
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight16.7016219054492
mlr.classif.xgboost(9)_subsample0.108282081619836
mlr.classif.xgboost(9)_colsample_bytree0.942718804581091
mlr.classif.xgboost(9)_colsample_bylevel0.899096077540889
mlr.classif.xgboost(9)_lambda0.00298832685329994
mlr.classif.xgboost(9)_alpha0.00638542192301267
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3721
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
0.9349
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8572
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26205.7866
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2194
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
0.8573
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8576
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8576
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.449
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3187
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6447
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.1502
UserCPU time millis
5956.402
UserCPU time millis testing
85.97
UserCPU time millis training
5870.432