Run
7881650

Run 7881650

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)_eta0.0015320702660151
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight7.40465945019334
mlr.classif.xgboost(9)_subsample0.279524928145111
mlr.classif.xgboost(9)_colsample_bytree0.8182835704647
mlr.classif.xgboost(9)_colsample_bylevel0.100702804513276
mlr.classif.xgboost(9)_lambda0.0915309072150731
mlr.classif.xgboost(9)_alpha97.1630627051066
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2280
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
0.8256
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4959
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8280.5358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4175
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
0.7765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8544
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4344
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8788
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1297.8498
UserCPU time millis
1306.018
UserCPU time millis testing
21.289
UserCPU time millis training
1284.729