How to Visualize Bias and Varianceby@vaisakhbabu
3,302 reads

How to Visualize Bias and Variance

tldt arrow
Read on Terminal Reader
Read this story w/o Javascript

Too Long; Didn't Read

Machine learning models represent the learning output from a machine in such a way that, it can be used in the future to predict or understand similar kinds of data by which the model had been trained. We will be using NumPy for data generation and calculations. Matplotlib and Seaborn are useful for visualizing the generated data points and predicted data points. We use Scikit-learn for model building and Pandas for handling the data. Our objective is to see what is happening in terms of bias and variance.

Companies Mentioned

Mention Thumbnail
Mention Thumbnail
featured image - How to Visualize Bias and Variance
Vaisakh Babu HackerNoon profile picture

@vaisakhbabu

Vaisakh Babu

Data Science Enthusiast


Receive Stories from @vaisakhbabu

react to story with heart

RELATED STORIES

L O A D I N G
. . . comments & more!