每日一练 | Data Scientist & Business Analyst 面试题 154

• Bias-variance tradeoff
  

• Function complexity and amount of training data

• Dimensionality of the input space

• Noise in the output values

• Input data problems such as Heterogeneity of the data, Redundancy in the data and Presence of interactions and non-linearities.

Reference: https://en.wikipedia.org/wiki/Supervised_learning