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handwritten digit recognition

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Python Programming Learning Circle
Python Programming Learning Circle
Mar 7, 2020 · Artificial Intelligence

k-Nearest Neighbors (kNN) Algorithm: Overview, Pros/Cons, Data Preparation, Implementation, and Handwritten Digit Recognition

This article explains the k‑Nearest Neighbors classification method, discusses its advantages and drawbacks, describes data preparation and normalization, presents Python code for the algorithm and a full handwritten digit recognition project, and reports an error rate of about 1.2%.

Euclidean distanceMachine LearningPython
0 likes · 9 min read
k-Nearest Neighbors (kNN) Algorithm: Overview, Pros/Cons, Data Preparation, Implementation, and Handwritten Digit Recognition