Building Powerful K-Nearest Neighbors (KNN) Model from Scratch: A Step-by-Step Guide | scikit learn

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⭐️Welcome to our comprehensive guide on building a robust K-Nearest Neighbors (KNN) model from scratch! In this tutorial, we delve into the fundamental concepts of KNN and demonstrate how to implement this machine learning algorithm step by step. Whether you're new to machine learning or seeking to deepen your understanding, this video will walk you through the process of creating and fine-tuning a KNN model. Join us as we explore the intricacies of KNN, from data preparation to model evaluation, enabling you to harness its potential for various classification and regression tasks. Get ready to elevate your machine learning skills and empower your projects with this KNN tutorial.

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Sir Thanku aap pura deeply samjha rahe ho😊😊

BIKAISHU
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Thanks a lot sir for this valuable and educational learning. Thanks 🙏🙏🙏🙏

b_.techian_trader
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if prediction[0] == 1:
print("Prediction: Category 1 - This user is likely to be a medium spender.")
elif prediction[0] == 2:
print("Prediction: Category 2 - This user is likely to be a high spender.")
else:
print("Prediction: Category 0 - This user is unlikely to be a spender.") like this?

SwapnilBanerjee-nm
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bhaiyaa in this model how can i chcek if prediction[0]==1 and also for 2 and 0 like this right ?

SwapnilBanerjee-nm
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hello sir..
I work on a dataset iris, and with the help of svm classification with the help of your previous video and
i got 100 percent accuracy, is it good or not ???

itsme
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sir ji ❤ itna achha pdha rhe h but likes or subscribe itne km 😢

eshakurmi-oq
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and i have made my own dataset by my own and its accuracy is 0.00 % how to increase it

SwapnilBanerjee-nm
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what does it mean --- ki mere model ki accuracy 0 aa rahi h for any input & result/output bhi 0 aa raha h so does it mean ki program faulty h or koi problem h program mein

Campus_Vista
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Bhai, aap toh acha padha rahe ho, lekin spelling mistakes zyada hai, which is not good for your channel. thanks

DOWLAGHARHIMESH
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