Last version published: 02/03/2018 14:33
Publication number: ELQ-34132-2
View all versions & Certificate
Measuring Model Performance
Video tutorial on how to measure your model's performance.
After fitting a classifier and using it to predict the labels of previously unseen data, you then must figure out how to measure it's performance. That is, you need a metric. The speaker here asks the question, which data should be used to compute accuracy?
In this video, the speaker walks you through a step-by-step method on how to measure the performance of your model. He recommends splitting your data into 2 sets: a training set and a test set. This is to see how well your model generalizes to unseen data. The video takes you through the process of how to do this.
Length: 4 minutes 40 seconds
This business tool includes
1 Video File
Add to bookmarks
Did Data Camp's tool help you? You can make a small financial contribution to support the author.
- No review yet!
People using this tool also downloaded
How to Learn Machine Learning in 6 MonthsSenior Data Scientist Zach Millar explains how you can learn machine learning in 6 months through a roadmap process.roadmaplearningmachine learningdata sciencedata analytics80free by IDEAS
Machine Learning Algorithms TutorialTeaching the basics of machine learning, along with the ways in which you can use machine learning for problem solving.demoproblem-solvingmachine learningalgorithmsdata science46
The Top 5 Algorithms used in Data ScienceThis video discusses the 5 most widely used algorithms in Data Science and how to use them.machine learningalgorithmsdata sciencedata miningk-means clustering84
Decision Tree Algorithm & AnalysisEdureka gives a comprehensive tutorial on decision tree analysis with the help of examples.machine learningdata sciencedata miningdecision treealgorithm78
Building Robust Machine Learning ModelsThis presentation focuses on the fundamentals of building robust machine learning models.datamachine learningalgorithmsdata sciencerobust models38free by Data Science Dojo
Choosing the Right Machine Learning AlgorithmSeth Mottaghinejad discusses the things we should be thinking about when choosing a machine learning algorithm.datamachine learningalgorithmsdata sciencemicrosoft azure47free by Conference Videos
How To Correctly Validate Machine Learning ModelsWhitepaper discussing the 4 main components for correctly validating machine learning models.validationmachine learningdata sciencemodel accuracy56free by RapidMiner
How to Get Your First Sale in 7 Simple StepsMaking your first sale is easier than many think, and it's feasible to start right now. Just follow these steps!salessellingmethodologystep by stepfirst sale63free by Mike Lingle
How to Achieve Successful Business Negotiations Using These 15 Tactics15 tactics to use to have consistently successful business negotiations.businesstipssellingstep by stepnegotiating61
Pitch Deck Template for Early Stage StartupsTo raise capital, use this strong pitch deck.investorstartupspitchvcfree615free by Federico Wengi
Any questions on Measuring Model Performance?
The user community and author are here to help. Go ahead!