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8 changes: 4 additions & 4 deletions notebooks/cross_validation_validation_curve.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -263,10 +263,10 @@
"features in our dataset, but having different prices because of the (unmeasured)\n",
"seller's rush.\n",
"\n",
"Apart from these extreme case, it's hard to know for sure what should qualify\n",
"or not as noise and which kind of \"noise\" as introduced above is dominating.\n",
"But in practice, the best ways to make our predictive models robust to noise\n",
"are to avoid overfitting models by:\n",
"Apart from this extreme case, it's hard to know for sure what should qualify or\n",
"not as noise and which kind of \"noise\" as introduced above is dominating. But in\n",
"practice, the best ways to make our predictive models robust to noise are to\n",
"avoid overfitting models by:\n",
"\n",
"- selecting models that are simple enough or with tuned hyper-parameters as\n",
" explained in this module;\n",
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