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by huffpopo
3093 days ago
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Like a #metoo movement for scientists. AFAIK Hyper-parameter tuning is fairly normal and necessary given how easy it is for the models to become unstable on their own and future polluting is often accidental. It can come down to judgement calls and difference of opinions as to what degree of intervention is acceptable which leaves a lot of wiggle room If you removed all future pollution and and left hyperparameters at the initial best guess you often end up with crazy results in backtesting. E.g. if our past predictions were correct then we should be living on Venus right now which obviously we're not so we must need different hyperparameters. My former colleagues were trying their best and even they knew their adjustments were going beyond reasonable. They never signed off on the final results so the project was politically useless and subsequently killed. They've all since left the climate change industry disillusioned as well. |
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I would like to know hat models showed runaway warming and were publishing because I don't remember anything like that.