ml:model_selection
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| ml:model_selection [2021/05/28 07:08] – created jmflanig | ml:model_selection [2023/06/15 07:36] (current) – external edit 127.0.0.1 | ||
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| ====== Model Selection ====== | ====== Model Selection ====== | ||
| - | Using held-out dev data is the best way to do it. See [[http:// | + | Using held-out dev data is the best way to do model selection. See [[http:// |
| "But whatever promising the pre-testing method may look like, it will be hard to convince practitioners to abandon cross-validation and other resampling methods. Indeed, a straightforward analysis of the hold-out approach to model selection suggests that hold-out enjoys almost all the desirable features of any foreseeable model selection method." | "But whatever promising the pre-testing method may look like, it will be hard to convince practitioners to abandon cross-validation and other resampling methods. Indeed, a straightforward analysis of the hold-out approach to model selection suggests that hold-out enjoys almost all the desirable features of any foreseeable model selection method." | ||
ml/model_selection.1622185734.txt.gz · Last modified: 2023/06/15 07:36 (external edit)