Run
2152885

Run 2152885

Task 6 (Supervised Classification) letter Uploaded 16-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set1 train
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Flow

decisionStumpAdaboost(1)A flow using decisionStump & AdaBOOST for the POC.

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.

15 Evaluation measures

Area under ROC curve
0.6512 ± 0.0036
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0329 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2445.7166 ± 2.1455
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0726 ± 0
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.0709 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.0709 ± 0.0011
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9815 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1905 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9907 ± 0.0004
Cross-validation details (10-fold Crossvalidation)