Run
514677

Run 514677

Task 9990 (Supervised Classification) energy-efficiency Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.xgboost(4)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(4)_nrounds1
classif.xgboost(4)_seed1
classif.xgboost(4)_kindMersenne-Twister
classif.xgboost(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0916
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0832
Cross-validation details (10-fold Crossvalidation)
KB relative information score
77.9961
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0464
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.05
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0972
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1185
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7568
Cross-validation details (10-fold Crossvalidation)
Recall
0.1185
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.927
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1581
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2154
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3624
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
548.134
UserCPU time millis testing
0.506
UserCPU time millis training
547.628