Chapitre 2. Un projet de Machine Learning de bout en bout
Avant de préparer les données pour les algorithmes d’apprentissage automatique, vous
pouvez encore essayer une dernière chose : combiner certaines variables. Ainsi, le nombre
total de pièces dans un district n’est pas très utile si vous ne connaissez pas le nombre
de logements. Ce que vous voulez en réalité, c’est le nombre de pièces par logement.
De même, le nombre total de chambres n’est pas très utile en lui-même : vous aimeriez
probablement le comparer au nombre de pièces. Il semble aussi intéressant de calculer le
nombre de personnes par logement. Créons donc ces nouvelles variables ...
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