You train that Neural Network on Clean Data

woman holding mop

Wow, good thing you decided to clean out all that. You found some real problematic artifacts in there. Some doofus put the timestamps for the panda birthdays in excel and you began optimizing on one hundred year old pandas before you found the mistake! It’s looking like it’s fitting, the algorithm has stopped learning and your current panda match estimate has started to stabilize based on your unknown neural network structure. What do you do?

Evaluate it with a testing dataset.

Good enough–Send it to the customer

Try A Decision Tree Instead

Try Using Naive Bayes

Try using Regression

Try using a Neural Network

Published by B McGraw

B McGraw has lived a long and successful professional life as a software developer and researcher. After completing his BS in spaghetti coding at the department of the dark arts at Cranberry Lemon in 2005 he wasted no time in getting a masters in debugging by print statement in 2008 and obtaining his PhD with research in screwing up repos on Github in 2014. That's when he could finally get paid. In 2018 B McGraw finally made the big step of defaulting on his student loans and began advancing his career by adding his name on other people's research papers after finding one grammatical mistake in the Peer Review process.

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