DataHour: Evaluation Measures for Binary Classification
DataHour: Evaluation Measures for Binary Classification
08 Dec 202213:12pm - 08 Dec 202214:12pm
DataHour: Evaluation Measures for Binary Classification
About the Event
Classification metrics let you assess the performance of machine learning models but there are so many of them, selecting an evaluation metric that works for your problem can sometimes be really tricky.
In this DataHour, Ritika will introduce you to a bunch of common and lesser-known evaluation metrics and charts to understand how to choose the model performance metric for a binary classification problem.
She will be covering the following points in detail:
- What is the definition and intuition behind most major classification metrics
- The non-technical explanation that one can communicate to business stakeholders about metrics for binary classification.
- How to plot performance charts and calculate common metrics for binary classification
- How can we use the derived results
Prerequisites: Enthusiasm of learning Data Science.
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
Who is this DataHour for?
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
About the Speaker
Participate in discussion
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