OpenML
7939064

Run 7939064

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.446012079968693
mlr.classif.xgboost(7)_gamma1001.80004106158
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight10.4990557508436
mlr.classif.xgboost(7)_subsample0.426718048239127
mlr.classif.xgboost(7)_colsample_bytree0.92600826267153
mlr.classif.xgboost(7)_colsample_bylevel0.272101873345673
mlr.classif.xgboost(7)_lambda0.00131700604567717
mlr.classif.xgboost(7)_alpha0.00621405881420329
mlr.classif.xgboost(7)_nrounds1729
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
0.7916
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7504
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.488
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11027.9658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3891
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
0.7691
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7598
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7598
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.424
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8578
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.0728
UserCPU time millis
1383.1
UserCPU time millis testing
0.43
UserCPU time millis training
1382.67