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In order to get the necessary data for a machine to bootstrap new criteria, wouldn't you need an independent scoring function for each sample? How are you going
by dangerlibrary 10y ago
In order to get the necessary data for a machine to bootstrap new criteria, wouldn't you need an independent scoring function for each sample? How are you going to get that data - are you going to auction off individual cucumbers?
Alternatively, you could track each cucumber with an Independent ID to see when it is sold, relative to other cucumbers - on the assumption that people are selecting the best from any given batch? But then you'd need to control for things like the position of the cucumbers in the display. Now you're in pretty deep into someone else's business, because you're a wholesaler, and the data will still be insanely noisey.
- coldtea 10y ago>In order to get the necessary data for a machine to bootstrap new criteria, wouldn't you need an independent scoring function for each sample? Merely having an experienced human score images for them can be enough for the machine to self-discover new criteria based on the pictures and their scores.
- yomly 10y agoThis is what I was getting at - from the information at hand, the mother's classification seemed to be the definition i.e. She had 100% accuracy because whatever she classified was the right answer
- coldtea 10y agoYes, but the machine could e.g. learn to see patterns present in her classifications that she can't see or haven't figured out (relying on fewer other patterns) and thus fare better.