What Is Bias & Variance Tradeoff? Table Of Contents:  What Is Bias & Variance? Problem With High Bias & High Variance. Way To Reduce High Bias & Variance. What Is Bias & Variance Tradeoff? (1) What Is Bias & Variance ? Bias: Bias in collecting sample data set refers to the tendency of inclining towards particular group or community based on the preference of data collector. High bias in the data set will not accurately represents the entire population. Hence your statistical analysis will be wrong about the population. Variance: Variance in the sample dataset refers to, how far the

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