Science is not independent of philosophy. There's idealist science, metaphysical science, etc, all of which are wrong. There is no such thing as science without philosophy, because science is an attempt by humans to understand the world. Humans are all philosophers, as we all have a world outlook. By rejecting study of philosophy as it relates to science, you are ignoring preconcieved biases, rather than acknowledging them and correcting the misconceptions.
This is why Marxism-Leninism is correct, and why all science must be done from a dialectical materialist standpoint.