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A simple polynomial regression example shows why fitting training data closely does not always lead to better predictions.Continue reading on Medium »
Why Your Model’s Accuracy Might Be Lying to You.Continue reading on Data Science Collective »
In the previous article, we discussed the linear model. But what happens if there is no linear relationship between x and y? We can also…Continue reading on Medium »
RAG versus tuning. This is a topic that comes up over and over again in AI projects. I’ve seen the same cycle play out time after time. A…Continue reading on Medium »
Data leakage makes a machine learning model look perfect in testing and fail in production. Learn the main types and how to prevent them.
我親手下線了一題 jev 判斷：in-sample 一度過線，之後幾輪和留出的 case 都沒過。下線關掉的是行為，題目、樣本、評測紀錄照留，補樣本或換引擎後用同一組 evals 決定能不能回來Continue readi...
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