OpenML
7946143

Run 7946143

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.0637252836295273
mlr.classif.xgboost(7)_gamma15.1630319779818
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight24.145392948482
mlr.classif.xgboost(7)_subsample0.116115913097747
mlr.classif.xgboost(7)_colsample_bytree0.508520109392703
mlr.classif.xgboost(7)_colsample_bylevel0.320990626700222
mlr.classif.xgboost(7)_lambda94.1539279564562
mlr.classif.xgboost(7)_alpha1.95097873337859
mlr.classif.xgboost(7)_nrounds1996
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.8847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8058
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19736.0695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2922
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
0.8088
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8081
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8081
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.598
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3694
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7473
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
211.5385
UserCPU time millis
753.74
UserCPU time millis testing
0.31
UserCPU time millis training
753.43