@trojanfoxtrot I’m pretty sure this formula is for neural networks, running the sigmoid activation function on the the bias plus the sum of inputs multiplied by the weights of each neuron in the network.
I like 3b1b’s videos about this topic: https://yewtu.be/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi