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If you’re interested in how tree-based models work, I wrote an interactive explanation on decision trees here: https://mlu-explain.github.io/decision-tree/ http
by jwilber 4y ago
If you’re interested in how tree-based models work, I wrote an interactive explanation on decision trees here: https://mlu-explain.github.io/decision-tree/ https://mlu-explain.github.io/decision-tree/
and random forests here: https://mlu-explain.github.io/random-forest/ https://mlu-explain.github.io/random-forest/
It’s also worth noting that a recentish paper shows neural networks can perform well on tabular data if well-regularized: https://arxiv.org/abs/2106.11189v1?utm_source=jesper&utm_medium=email&utm_campaign=coming-up-with-weather-puns-is-a-breeze https://arxiv.org/abs/2106.11189v1?utm_source=jesper&utm_med...