Run
7858041

Run 7858041

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)_eta0.00132225765695269
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight27.3799848683736
mlr.classif.xgboost(9)_subsample0.225780107174069
mlr.classif.xgboost(9)_colsample_bytree0.478880706941709
mlr.classif.xgboost(9)_colsample_bylevel0.439710549078882
mlr.classif.xgboost(9)_lambda0.00125381553201241
mlr.classif.xgboost(9)_alpha0.00725065031242706
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds859
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
0.8211
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7514
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6096.7054
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4383
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
0.7766
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7624
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7624
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8971
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4478
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9059
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.9666
UserCPU time millis
510.756
UserCPU time millis testing
8.508
UserCPU time millis training
502.248