Run
7910043

Run 7910043

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)_eta0.255475602154902
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight20.4442675859511
mlr.classif.xgboost(9)_subsample0.964367711753584
mlr.classif.xgboost(9)_colsample_bytree0.464601444546133
mlr.classif.xgboost(9)_colsample_bylevel0.428826112067327
mlr.classif.xgboost(9)_lambda0.00505455107667094
mlr.classif.xgboost(9)_alpha0.0165958544464297
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2185
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
0.9784
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8479
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36446.4024
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1004
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
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4745
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1236.7843
UserCPU time millis
3588.084
UserCPU time millis testing
64.195
UserCPU time millis training
3523.889