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this is f*cking GOLD. Could this make finding your next $1K opportunity EASIER? That’s what I’m building CAT BRAIN to explore. The plan: bring 100+ mathematical formulas into token analysis - because ONE bullish metric can hide a very different story underneath. Volume is pumping. But is liquidity keeping... show more
31,387 görüntüleme • 7 gün önce •via X (Twitter)
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Don't you think so many formulas can cause overfitting in your model?

My plan is to use a Random Forest / Decision Trees to identify which factors actually matter for each token setup, instead of giving every formula the same importance. Based on historical analysis, the model can rank the strongest signals, ignore noisy ones, and dynamically adjust the weight of each factor for different token conditions. So the goal is fewer useful signals with adaptive weights, rather than stacking more and more formulas.

i like the idea of a decision tree! have you tested which formulas/features are the most important? Cause it seems to me that a short pool of features can be the most important for the majority of tokens/cases?

@k1rallik love this approach. found that chasing shiny metrics often leads nowhere. had to learn to dig deeper in my own projects too.

What's the GitHub!! 😂 but seriously what's the GitHub.

waiting cat co...

THIS IS FUCKING INSANE this stacked dev is basically building a FlyBrain for CATS He built the whole repo and an article about it 100+ mathematical formulas feeding into one system to analyze price, volume, liquidity, wallets and figure out when signals actually agree or contradict each other except the brain is literally being modeled around a digital cat im sending fees straight to the dev’s GitHub this might actually be the next evolution of flybrain

One metric hiding another is the feature, not the bug. the real question is which formula catches the ones everyone else missed

bro this looks amazing

need to read this more carefully

THIS IS FUCKING INSANE this stacked dev is basically building a FlyBrain for CATS He built the whole repo and an article about it 100+ mathematical formulas feeding into one system to analyze price, volume, liquidity, wallets and figure out when signals actually agree or contradict each other except the brain is literally being modeled around a digital cat im sending fees straight to the dev’s GitHub this might actually be the next evolution of flybrain

THIS IS FUCKING INSANE this stacked dev is basically building a FlyBrain for CATS He built the whole repo and an article about it 100+ mathematical formulas feeding into one system to analyze price, volume, liquidity, wallets and figure out when signals actually agree or contradict each other except the brain is literally being modeled around a digital cat im sending fees straight to the dev’s GitHub this might actually be the next evolution of flybrain

Poor kitty 😭

THIS IS FUCKING INSANE this stacked dev is basically building a FlyBrain for CATS He built the whole repo and an article about it 100+ mathematical formulas feeding into one system to analyze price, volume, liquidity, wallets and figure out when signals actually agree or contradict each other except the brain is literally being modeled around a digital cat im sending fees straight to the dev’s GitHub this might actually be the next evolution of flybrain

CAT BRAIN sounds pretty interesting

this cloud make token analysis way deeper
