Run
6257707

Run 6257707

Task 146012 (Supervised Classification) electricity Uploaded 28-08-2017 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)_eta0.00305337772855247
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight37.111001056282
mlr.classif.xgboost(9)_subsample0.176802717638202
mlr.classif.xgboost(9)_colsample_bytree0.897228845162317
mlr.classif.xgboost(9)_colsample_bylevel0.396341571817175
mlr.classif.xgboost(9)_lambda0.0407333825571211
mlr.classif.xgboost(9)_alpha0.180719435155319
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1094
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
0.8997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8193
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20360.4018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2871
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
0.8205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8207
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8207
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5876
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3585
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7254
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.2152
UserCPU time millis
1636.989
UserCPU time millis testing
26.883
UserCPU time millis training
1610.106