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Why does Logistic Regression need Normalized data

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#statistics #machine-learning #logistic-regression
196
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derivation of the cross-entropy cost function

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#machine-learning #neural-networks
545
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Approximation of positive definite functions by neural networks

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#functional-analysis #machine-learning #approximation-theory #neural-networks
38
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STATISTICS : Sum of two distributions

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#probability #statistics #markov-chains #machine-learning #bayesian
57
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Does overfitting occur when we don't use a polynomial hypothesis in machine learning algorithms?

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#statistics #machine-learning
211
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What is the optimal classification rule among all rules that are function of $\|x\|^2$?

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#probability #probability-theory #statistics #machine-learning #symmetry
603
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Derivative of Focal Loss

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#calculus #linear-algebra #multivariable-calculus #machine-learning
51
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Non Linear model curve fitting

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#linear-algebra #machine-learning
24
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How to find the closed form of a function that is a probability distribution multiplied by a weighted square error?

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#linear-algebra #probability #machine-learning
38
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What is the number of iteration needed for the message passing algorithm to converge when applied to a tanner graph (factor graph)?

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#probability-theory #graph-theory #statistical-inference #machine-learning
143
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Existence of a concave function passing through given points

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#functional-analysis #convex-analysis #machine-learning #interpolation #convex-geometry
22
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Find the value of $Z$ from the log expression of 0-1 error decomposition.

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#statistics #logarithms #machine-learning
127
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Proof regarding Ridge and Lasso regularization

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#statistics #machine-learning #regularization #computational-science
41
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How to compute co-occurence probability from a co-occurence matrix?

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#probability #matrices #statistics #machine-learning #naive-bayes
37
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What is the purpose of a Normal vector to any plane, why do we find it at all?

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#linear-algebra #vectors #machine-learning #plane-geometry

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