Run
7927930

Run 7927930

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)_eta0.0876724554857347
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight69.3806244042065
mlr.classif.xgboost(9)_subsample0.825674782763235
mlr.classif.xgboost(9)_colsample_bytree0.285748518304899
mlr.classif.xgboost(9)_colsample_bylevel0.498638182878494
mlr.classif.xgboost(9)_lambda0.00272614135920514
mlr.classif.xgboost(9)_alpha1.41782866838863
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1724
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
0.9378
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7195
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26603.695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2151
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
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8635
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8635
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4403
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6362
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1303.19
UserCPU time millis
1364.14
UserCPU time millis testing
27.203
UserCPU time millis training
1336.937