Occam's Razor:
Given two solutions with similar characteristics, the simplest and most direct one is the correct answer.
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Given two solutions with similar characteristics, the simplest and most direct one is the correct answer.
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This thread answers the following question: 
Option 3 is probably the simplest one to tackle first.
It talks about "the speed of the training process" and relates it to overtraining and overcomplicating results.
A quick training process doesn't necessarily reduce complexity. This option is not correct.
It talks about "the speed of the training process" and relates it to overtraining and overcomplicating results.
A quick training process doesn't necessarily reduce complexity. This option is not correct.
Since we know that Option 3 is not correct, then Option 4 can't be accurate either.
We are left with Option 1 and Option 2.
We are left with Option 1 and Option 2.
Occam's Razor fits Option 1 like a glove.
Given two solutions, we should pick the simplest one.
Option 1 is a valid answer to this question.
Given two solutions, we should pick the simplest one.
Option 1 is a valid answer to this question.
Option 2 is not an obvious fit, but it's also a correct answer.
Feature selection and dimensionality reduction are ways to simplify the data we use to train our models.
We use them to remove redundant or irrelevant information.
Feature selection and dimensionality reduction are ways to simplify the data we use to train our models.
We use them to remove redundant or irrelevant information.
In summary, the correct answers are Options 1 and 2.
By the way, I write practical tips, break down complex concepts, and regularly publish short quizzes to keep you on your toes.
Follow me @svpino and let's do this together!
By the way, I write practical tips, break down complex concepts, and regularly publish short quizzes to keep you on your toes.
Follow me @svpino and let's do this together!
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