Run
2152892

Run 2152892

Task 2 (Supervised Classification) anneal Uploaded 16-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set2 test
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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
0.9085 ± 0.022
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4347 ± 0.0219
Cross-validation details (10-fold Crossvalidation)
KB relative information score
221.2536 ± 2.5483
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1201 ± 0.0017
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8363 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.8363 ± 0.0048
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8942 ± 0.0149
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2131 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8253 ± 0.0133
Cross-validation details (10-fold Crossvalidation)