Run
7869811

Run 7869811

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)_eta0.756849899329661
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight2.26867569063729
mlr.classif.xgboost(9)_subsample0.784011516533792
mlr.classif.xgboost(9)_colsample_bytree0.221013299422339
mlr.classif.xgboost(9)_colsample_bylevel0.361940554808825
mlr.classif.xgboost(9)_lambda0.00243907086733105
mlr.classif.xgboost(9)_alpha0.00342549527395491
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds986
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
0.9325
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26879.6577
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2096
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
0.8561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8564
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8564
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4291
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6478
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.069
UserCPU time millis
581.521
UserCPU time millis testing
8.925
UserCPU time millis training
572.596