Tagged Questions

25 views

Regression to predict probability - what transformation to use?

I am working on a project where the training labels are given to me as a probability value in the range [0,1]. My first approach was to fit a simple linear ridge regression to predict the ...
51 views

When to use the raw dataset as opposed to a transformed dataset for computing divergence?

Let us assume I have a set of observations: Dataset 1: Raw $A = [a_1,a_2,a_3,a_4,...]$ $B = [b_1,b_2,b_3,b_4,...]$ One assumptions before I proceed: Range of the values that the random variable ...
45 views

Reasoning about an arbitrary transformation function based on observed data

I have two lots of data that have been independently, arbitrarily transformed from the same original data source using the same permutation algorithm. I would like to know what kind of statements I ...
186 views

Normalization/comparison-when the observed cardinality is a random variable, over finite sets

Given, $p_{ij}=\frac{|A_i|+|A_j|}{|A_i\cup A_j|}$ for sets $A_i$,$A_j$ $\forall i\not=j ,\forall i \in \left \{ 1,2...n \right \}$ and given the fact that $|A_i \cap A_j|>0$ for all $A_i,A_j$: ...