statistics - What it means for an algorithm to fit the Statistical Query model and PAC model in Machine Learning? -


statistical query (sq) learning model of kearns (1993) natural restriction of pac learning model in learning algorithm allowed obtain estimates of statistical properties of examples cannot see examples themselves.

i know there lot of algorithms fit sq model, , lot of them can expressed sum on data points in order fit sq model, can parallelized using mapreduce etc. still, cannot grasp meaning of above definition...

can please explain in own words?


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