Run
2275736

Run 2275736

Task 21 (Supervised Classification) car Uploaded 19-05-2017 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
0.8703 ± 0.0197
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-268.1323 ± 2.6209
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2752 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7002 ± 0.0017
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7002 ± 0.0017
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2017 ± 0.0135
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3344 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.989 ± 0.0093
Cross-validation details (10-fold Crossvalidation)