Yellow cover of TensorBoard – Confusion Matrix in Python. This template resource is from 365 Data Science.

TensorBoard – Confusion Matrix in Python

Nikola Pulev
Course Author

The confusion matrix is an essential tool when trying to solve classification problems. There are many different ways to construct such a matrix. In the following template we show you how one can create and visualize the confusion matrix with the help of TensorBoard and sklearn. Some other related topics you might be interested in are TensorBoard - Tuning Hyperparameters in Python, Converting Images into Arrays, L2 Regularization and Weight Decay in Python, and Dropout in Python. The TensorBoard template is among the topics covered in detail in the 365 Program. 

Who is it for

Deep Learning and Machine Learning practitioners who want to solve classification problems and build a confusion matrix will want to download this free .ipynb template.

How it can help you

When you want to evaluate the performance of a classification model and want to compare the actual target values with the predicted values of the machine learning model then you can turn to the confusion matrix.

TensorBoard – Confusion Matrix in Python