Skip to content
Branch: master
Find file History
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
..
Failed to load latest commit information.
07_combining_everything_together.ipynb
07_combining_everything_together.py
readme.md

readme.md

Combining Everything Together

Summary

We will create a very simple linear classifier in this example. The data set of interest will be the Iris data. We will optimize a linear separator between pedal length and pedal width to classify if a flower is I. setosa or not. The reason we setup the data this way is because it will end up being linear seperable.

Notes

We use the sigmoid cross entropy loss because we are predicting a binary class (sigmoid) and it is a classification problem (cross entropy).

Results

Viewing the resulting graph and separable line:

Isetosa

You can’t perform that action at this time.