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Articles tagged with #ml
Classification metrics In a context of a binary classification, here are the main metrics that are important to track in order to assess the performance of the model. Confusion matrix : The confusion matrix is used to have a more complete picture w...
How to compare ML Models in Simple Steps Whenever building a Machine Learning Model, it is always preferred and advised to compare different models for accuracy and which model works best in a given scenario. And to be honest, remembering all the ML...
Linear Regression Linear regression attempts to model the relationship between two variables by fitting a linear equation to observed data. One variable is said to be independent and the other one is said to be dependent. y=mx + c The core concept i...
How to Approach Machine Learning Problem Step 1 Frame Problem / Understand Problem The very first step anyone need is to articulate your problem by identifying and diving deep into understanding the problem you are solving It can be a simple Binary ...
