filmov
tv
Machine Learning Fundamentals: The Confusion Matrix
Показать описание
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 described in the Introduction to Statistical Learning, page 145.
For a complete index of all the StatQuest videos, check out:
If you'd like to support StatQuest, please consider...
Buying The StatQuest Illustrated Guide to Machine Learning!!!
...or...
...a cool StatQuest t-shirt or sweatshirt:
...buying one or two of my songs (or go large and get a whole album!)
...or just donating to StatQuest!
Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter:
Lastly, a big thanks goes to Cesar Diniz for the Portuguese subtitles.
0:00 Awesome song and introduction
0:24 Motivation for confusion matrices
1:38 Definition of confusion matrix and related terminology
2:44 Confusion matrix example
3:41 Comparing confusion matrices
4:47 A 3x3 confusion matrix.
6:20 Large confusion matrices
6:38 Summary of concepts and main ideas
#statquest #confusionmatrix #ML
NOTE: This video illustrates the confusion matrix concept as described in the Introduction to Statistical Learning, page 145.
For a complete index of all the StatQuest videos, check out:
If you'd like to support StatQuest, please consider...
Buying The StatQuest Illustrated Guide to Machine Learning!!!
...or...
...a cool StatQuest t-shirt or sweatshirt:
...buying one or two of my songs (or go large and get a whole album!)
...or just donating to StatQuest!
Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter:
Lastly, a big thanks goes to Cesar Diniz for the Portuguese subtitles.
0:00 Awesome song and introduction
0:24 Motivation for confusion matrices
1:38 Definition of confusion matrix and related terminology
2:44 Confusion matrix example
3:41 Comparing confusion matrices
4:47 A 3x3 confusion matrix.
6:20 Large confusion matrices
6:38 Summary of concepts and main ideas
#statquest #confusionmatrix #ML
0:07:13
Machine Learning Fundamentals: The Confusion Matrix
0:11:47
Machine Learning Fundamentals: Sensitivity and Specificity
0:07:08
#62 -Confusion Matrix | Machine Learning Fundamentals: The Confusion Matrix | Machine Learning 2022
0:06:36
Machine Learning Fundamentals: Bias and Variance
0:09:55
The Confusion Matrix : Data Science Basics
0:08:45
The Confusion Matrix in Machine Learning
0:05:09
Confusion Matrix | How to evaluate classification model | Machine Learning Basics
0:06:17
Machine Learning Fundamentals: The Confusion Matrix
1:08:07
AWS Generative AI Certification - AIF-C01 Essentials
0:00:55
Confusion Matrices - Intro to Machine Learning
0:06:05
Machine Learning Fundamentals: Cross Validation
0:12:19
Machine Learning Basics: Confusion Matrix & Precision/Recall Simplified | By Dr. Ry @Stemplicity
0:00:18
Filling in a Confusion Matrix - Intro to Machine Learning
0:09:43
Confusion Matrix : Machine Learning Fundamentals
0:05:50
Confusion Matrix Solved Example Accuracy Precision Recall F1 Score Prevalence by Mahesh Huddar
0:18:43
Confusion Matrix Simplified for Beginners 2022 | Machine Learning Tutorial | SCALER
0:06:21
Machine Learning Mini Lecture - Confusion Matrices by Dr. Hugh Harvey
0:11:46
Precision, Recall, F1 score, True Positive|Deep Learning Tutorial 19 (Tensorflow2.0, Keras & Pyt...
0:01:32
Confusion Matrix - Model Building and Validation
0:09:21
The Confusion Matrix | Machine Learning Fundamentals
0:00:09
Confusion Matrices - Intro to Machine Learning
0:00:59
Confusion Matrix in Machine Learning ⚡️ Explained in 60 Seconds
0:24:47
Confusion Matrix TensorFlow | Confusion Matrix Explained With Example | 2023 | Simplilearn
0:09:16
Overfitting and Underfitting Explained with Examples in Hindi ll Machine Learning Course
Комментарии