Run
7902753

Run 7902753

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)_eta0.00779247189342096
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight38.8124619935565
mlr.classif.xgboost(9)_subsample0.518651301390491
mlr.classif.xgboost(9)_colsample_bytree0.190755004761741
mlr.classif.xgboost(9)_colsample_bylevel0.885367323411629
mlr.classif.xgboost(9)_lambda106.048384879769
mlr.classif.xgboost(9)_alpha0.0106502151941641
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1710
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
0.8782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7987
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16875.354
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3258
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
0.8061
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8026
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8026
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7708
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1261.0808
UserCPU time millis
1343.362
UserCPU time millis testing
24.564
UserCPU time millis training
1318.798