Description: MIC (Maximal information coefficient) is a wonderful thing, derived from a paper that was posted on sicence in 2011.
Statistics have been known, there is a correlation coefficient such a thing, usually called R. But it should be called linear correlation coefficient, and the application field is very narrow. And MIC this thing, first of all compare general, no matter what function relationship can be identified, in other words, sine function and hyperbola function and straight line, for this coefficient is the same. In addition to a point, that is, if there is no noise and no linear relationship between the noise of the sine function, they are 1 MIC, with the same noise, if the linear relationship between the MIC into 0.7, then the sine function MIC into 0.7, in other words, independent function relationship between variables and influence the noise of MIC caused by the. Of course, the argument was refuted or partly refuted in a paper.
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