项目作者: sayarghoshroy

项目描述 :
Insights into how the error varies with change in K while performing k-fold Cross Validation
高级语言: Python
项目地址: git://github.com/sayarghoshroy/Inside_Cross_Val.git
创建时间: 2020-07-13T16:34:40Z
项目社区:https://github.com/sayarghoshroy/Inside_Cross_Val

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Inside Cross Val

Insights into how the error varies with change in K while performing k-fold Cross Validation

Plotting change in Error Mean and Variance with change in K

  1. For values of k which divide N, the number of samples
  2. For all values of k
In Case 1
  • Error Mean does not change with K
  • Error Variance decreases with increase in K


In Case 2
  • Similar Overall Trend as Case 1
  • The plots are much more sensitive and fluctuating