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Tag Archive for pythonmachine-learningartificial-intelligence

Is artificial intelligence the way to go?

How is everyone? I’m a film industry professional and as everyone probably knows, it sucks to be in this industry at the moment. There’s one thing I’m fascinated by and that’s AI. I don’t believe it’s anywhere near the scary buzzword it’s currently being portrayed as. Personally, I believe it’ll be a great tool for filmmakers who adapt. The problem is, most won’t adapt out of fear.

The accuracy decreased after integrating categorical weighted loss function to my code

I want to increase the accuracy and I have imbalance dataset: akiec: 229, bcc:360, bkl:769,df:81,mel:779,vasc :99. In an effort to address this issue, I opted to integrate a categorical weighted loss mechanism into the model. However, despite this adjustment, I noticed a subsequent decrease in accuracy. This unexpected outcome leads me to suspect an error in the implementation process. Could you please assist me in identifying and resolving any potential mistakes to optimize the performance of my model?