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…her model taking whatever matches
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Sometimes I build a model, train it, then tweak a few things, and retrain. Starting from scratch every time sucks. Obviously if the features or training data are different then the parameter values will differ (this is especially true given that its a conditional model), but for minor tweaks, it shortcuts training significantly.