Update the script to remove class form all elements before adding
$(document).ready(function() {
$("#1, #2, #3").mouseenter(function() {
$("#1, #2, #3").removeClass();
$("#" + this.id).addClass("active");
});
});
Here is an example:
Edit fiddle - JSFiddle[
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