Run
512593

Run 512593

Task 3778 (Supervised Classification) plasma_retinol 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
0.5017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.514
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0035
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1.8912
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4857
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.488
Cross-validation details (10-fold Crossvalidation)
Number of instances
315
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5138
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9827
Cross-validation details (10-fold Crossvalidation)
Recall
0.5143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9954
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6969
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.411
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.627
UserCPU time millis testing
0.491
UserCPU time millis training
5.136