Run
7876028

Run 7876028

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)_eta0.170755680379153
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight122.562539186839
mlr.classif.xgboost(9)_subsample0.686507480591536
mlr.classif.xgboost(9)_colsample_bytree0.687652791384608
mlr.classif.xgboost(9)_colsample_bylevel0.340570351108909
mlr.classif.xgboost(9)_lambda101.122273111445
mlr.classif.xgboost(9)_alpha0.00420273441109462
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds497
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
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8643
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26989.4972
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2106
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
0.8642
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8645
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8645
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.431
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6318
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.7679
UserCPU time millis
714.449
UserCPU time millis testing
10.061
UserCPU time millis training
704.388