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PHME-Datachallenge / Data-Challenge-2022

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Predict labels at component level while a component has multiple records (different PinNumber) #6

Closed DaiJunyan closed 2 years ago

DaiJunyan commented 2 years ago

For task 2 and task 3, I found many components in the AOI dataset have multiple records with different PinNumber. That is, when we search a unique combination of PanelID, FigureID and ComponentID, there may be more than one record (e.g., one record with PinNumber=1, another record with PinNumber=2). However, each record has an OperatorLabel and a RepairLabel. If there is a component having two records, one with PinNumber=1 and OperatorLabel='Good', another with PinNumber=2 and OperatorLabel='Bad', then how do we define the OperatorLabel for this component? Although there is no such case in the current dataset, this may happen in the future testing set. What about the RepairLabel?

dgiordan88 commented 2 years ago

Dear DaiJunyan, Altorought you have also labels with PIN granularity, the operator gives always the same label to the component. Thus, you will not find any case - also in the test set - where a component have different OperatorLabel nor RepairLabel.

Best,

Danilo Giordano & Martino Trevisan

DaiJunyan commented 2 years ago

Thank you for the explanation!