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Carlos A. Iglesias 2024-04-04 18:27:48 +02:00 committed by GitHub
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ml21/preprocessing/06_Rescaling_Data.ipynb
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@ -87,7 +87,7 @@
"source": [ "source": [
"The three terms are frequently used interchangeably, but their meanings differ.\n", "The three terms are frequently used interchangeably, but their meanings differ.\n",
"\n", "\n",
"* **Rescaling ** means adding/subtracting a constant, then multiplying/dividing by another constant, so the features can lie between given minimum and maximum values. For example, convert Celsius to Fahrenheit or convert to [0, 1].\n", "* **Rescaling** means adding/subtracting a constant, then multiplying/dividing by another constant so the features can lie between given minimum and maximum values. For example, convert Celsius to Fahrenheit or [0, 1].\n",
"\n", "\n",
"* **Standardizing**: subtract the mean and divide by the standard deviation, obtaining a \"standard normal\" distribution.\n", "* **Standardizing**: subtract the mean and divide by the standard deviation, obtaining a \"standard normal\" distribution.\n",
"\n", "\n",
@ -929,7 +929,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.10.13" "version": "3.11.7"
}, },
"latex_envs": { "latex_envs": {
"LaTeX_envs_menu_present": true, "LaTeX_envs_menu_present": true,