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Home Machine Learning

Why Ratios Trump Uncooked Numbers in Enterprise Well being | by Shirley Bao, Ph.D. | Sep, 2024

Admin by Admin
September 6, 2024
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Cease Asking if a Mannequin Is Interpretable

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Understanding ratios is essential to unlocking deeper insights into your corporation’s well being and driving smarter decision-making

Shirley Bao, Ph.D.

Towards Data Science

Picture by Jill Wellington from Pixabay

Think about you’re a farmer with two apple orchards. Sooner or later, you resolve to rely the apples in every orchard. Orchard A has 1,000 apples, whereas Orchard B has solely 500. At first look, it looks as if Orchard A is the clear winner. However what if I informed you that Orchard A has 10,000 bushes, whereas Orchard B has solely 500? All of the sudden, Orchard B doesn’t look so unhealthy, does it?

That is the ability of proportions. In enterprise, as in farming, uncooked numbers will be deceiving. To actually perceive the well being of your corporation, you want to take a look at proportions.

You might be in all probability taking a look at absolute numbers day-after-day, e.g. your corporation has made $10K in income this week. There are 250 prospects who positioned orders at this time, whereas it was 200 yesterday and 100 on the identical day final week and so on.

Proportions, then again, are just like the superb print. They may not be as instantly eye-catching as absolute numbers, however they supply a extra correct image of your corporation’s well being.

Take revenue margin, for instance. This can be a proportion that compares your revenue to your income. A excessive revenue margin signifies…

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