Introduction to the Confusion Matrix in Classification
In this introduction, we give you a brief overview of what a confusion matrix is, how to create your matrix, and why you should use it. A confusion matrix, also known as an error matrix, uses a special table to help visualize the performance of your algorithm. That way, you can easily se
From playlist Data Science in Minutes
Making sense of the confusion matrix
How do you interpret a confusion matrix? How can it help you to evaluate your machine learning model? What rates can you calculate from a confusion matrix, and what do they actually mean? In this video, I'll start by explaining how to interpret a confusion matrix for a binary classifier:
From playlist Machine Learning
Confusion Matrix In Machine Learning | Confusion Matrix Explained With Example | Simplilearn
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Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka
π₯Edureka Data Scientist Course Master Program https://www.edureka.co/masters-program/data-scientist-certification (Use Code "πππππππππ") This Edureka tutorial explains the Confusion Matrix. How to construct confusion matrix for binary as well as multi class classification problems, vario
From playlist Data Science Training Videos
[λ¨Έμ λ¬λ] Confusion Matrix (νΌλνλ ¬) μκ³ λ¦¬μ¦ λ° νμ΄μ¬ μ€μ΅
https://github.com/minsuk-heo/python_tutorial/blob/master/data_science/confusion_matrix/confusion_matrix.ipynb Confusion Matrix (νΌλνλ ¬)μ μ¬μ΄ μμ μ ν¨κ» μ΄ν΄ν ν, νμ΄μ¬ μ€μ΅μ μ§νν©λλ€. μ κ° λ§λ λͺ¨λ λ¨Έμ λ¬λ κ΄λ ¨ μμμ μλ μ¬μλͺ©λ‘μμ μ½κ² μ°ΎμΌμ€ μ μμ΅λλ€. https://www.youtube.com/playlist?list=PLVNY1HnUlO241gILgQloWAs0xrrkqQfKe
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Machine Learning Fundamentals: The Confusion Matrix
One of the fundamental concepts in machine learning is the Confusion Matrix. Combined with Cross Validation, it's how we decide which machine learning method would be best for our dataset. Check out the video to find out how! NOTE: This video illustrates the confusion matrix concept as de
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[Machine Learning] Confusion Matrix algorithm and python implementation
https://github.com/minsuk-heo/python_tutorial/blob/master/data_science/confusion_matrix/confusion_matrix.ipynb Explain what is Confusion Matrix and how to read the confusion matrix with python implementation. all machine learning youtube videos from me, https://www.youtube.com/playlist?l
From playlist Machine Learning
Calculus 3: Tensors (6 of 45) Potential for Confusion
Visit http://ilectureonline.com for more math and science lectures! In this video I will clarify the often confused different ways of representing the same thing in tensor matrix. In this case the 2 different ways of representing a dyad which has 9 components of 3 directions for each of t
From playlist CALCULUS 3 CH 10 TENSORS
The Confusion Matrix in Machine Learning
One of the simplest and most popular tools to analyze the performance of a classification model. π Subscribe for more stories: https://www.youtube.com/@underfitted?sub_confirmation=1 π My 3 favorite Machine Learning books: β’ Deep Learning With Python, Second Edition β https://amzn.to/3xA
From playlist Machine Learning Fundamentals
How to evaluate a classifier in scikit-learn
In this video, you'll learn how to properly evaluate a classification model using a variety of common tools and metrics, as well as how to adjust the performance of a classifier to best match your business objectives. I'll start by demonstrating the weaknesses of classification accuracy as
From playlist Machine learning in Python with scikit-learn
Create a Confusion Matrix for Neural Network Predictions
In this episode, we'll demonstrate how to create a confusion matrix, which will aid us in being able to visually observe how well a neural network is predicting during inference. We'll be working with predictions from a Sequential model from TensorFlow's Keras API. ππ¦ VIDEO SECTIONS π¦π 0
From playlist TensorFlow - Python Deep Learning Neural Network API
The Confusion Matrix : Data Science Basics
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From playlist Data Science Basics
New in scikit-learn 0.22: Plot a confusion matrix in one line of code! Highly customizable, including the colormap, display labels, and value formatting. Note: Beginning in scikit-learn 1.0, the plot_confusion_matrix function will be deprecated in favor of two new methods in the Confusion
From playlist scikit-learn tips