Describe these techniques for remedying class imbalance in information modeling:

a.) Model Tuning

b.) Alternate Cutoffs

c.) Adjusting Prior Probabilities

d.) Unequal Case Weights

e.) Sampling Methods

f.) Cost Sensitive Training