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Lint: decision-tree

Emphasis
warning

"IF variable = x AND variable = y THEN outcome = z"

Line 3:20 · Italics should be used only in exceptional circumstances: '<em> </em>=<em> x</em> AND <em>variable </em>= <em>y</em> THEN <em>outcome</em> = <em>z</em>'
Acronyms
warning

"IF variable = x AND variable = y THEN outcome = z"

Line 3:43 · 'AND' has no definition. Spell it out if it's unfamiliar to the audience.

"IF variable = x AND variable = y THEN outcome = z"

Line 3:78 · 'THEN' has no definition. Spell it out if it's unfamiliar to the audience.
There Is
suggestion

"There are different types of decision tree model algorithms. Some of these algorithms have been used for radiology image classification and thus appear the radiology literature ( including CART 1 and CHAID 2 ) or radiology related computer science literature ( ID3 3,4). In contrast to many methods of machine learning, decision tree models utilise heuristics and are therefore comprehensible."

Line 5:4 · Don't start a sentence with 'There are'.
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