How can we best utilize the knowledge of P(y=1) in classification?
3980
Reduce Classification Probability Threshold
20009
Relationship between binomial and negative binomial distributions (how to extend the probability space?)
64662
Classification of a linear system of equations with a parameter
66610
Finding a correspondence between $\{0,1\}^A$ and $\mathcal P(A)$
10089
Example of how the log-sum-exp trick works in Naive Bayes
105536
Understanding the shape of confidence interval for polynomial regression (MLR)
65682
Why does universal generalization work? (the rule of inference)
64602
Logistic regression: class probabilities
146656
Multivariate Application of Slutsky's lemma
92981
Exercise: Should we trust our naive bayes or a human "guru"?
123986
Approach to solve conditional probability
136197
Normalizing the final weights vector in the upper bound on the Perceptron's convergence
105687
Algebra for data confidence
104621
On the hardness of data to learn
156882
Intuitive reason why the Fisher Information of Binomial is inversely proportional to $p(1-p)$
28675
Relationship between the probability and likelihood functions
111411
Applied Probability- Bayes theorem