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knn algorithm  (Kaggle Inc)

 
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    Kaggle Inc knn algorithm
    Knn Algorithm, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/knn+algorithm/algorithm+knn/10__3390_slash_electronics13214273-70-9-24
    Average 86 stars, based on 1 article reviews
    knn algorithm - by Bioz Stars, 2026-11
    86/100 stars

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    other:

    Article Title: Advancing Cardiovascular Disease Prediction: An Interpretive Evaluation of Machine Learning and Deep Learning Models
    Article Snippet: LR, DT, RF, SVM, and KNN models were implemented on Python on the Kaggle notebook, and the following results were obtained: Screenshots of the results of various models are presented below.

    Article Title: A Temporal–Geospatial Deep Learning Framework for Crop Yield Prediction
    Article Snippet: Karn [21] investigated a crop recommendation system utilizing the KNN algorithm with a dataset consisting of 22 columns and 2200 rows of data from Kaggle.

    Article Title: Machine Learning and Prediction of Infectious Diseases: A Systematic Review
    Article Snippet: [87] 2021 Philippines March 2020–May2021 COVID-19 Department of Health Zamboanga Peninsula–Center for Health Development Vanilla LSTM, stacked LSTM, bidirectional LSTM, ConvLSTM Predicting the trend of COVID-19 pandemic The model could be effectively used in predicting infectious disease ConvLSTM trained using Adam and RMSProp delivers the best results as it closely adapted to the trend of actual data 1-month forecast divided daily Thousands of cases Yes Not reported Pickering L. [88] 2020 US 2018–2020 COVID-19 NASA Space Apps SVR, multidimensional regression with interactions, stepwise regression method Predicting the trend of COVID-19 pandemic The model could be effectively used in predicting infectious disease All three methods predict a rise in cases similar to the actual rise in cases and are all able to predict to a certain degree the unexpected dip in cases on the 10th and 11th day of prediction 4-month forecast divided daily Thousands of cases Not reported Not reported Rohini M. [89] 2021 India Not reported COVID-19 Kaggle * KNN, DT, SVM, RT Predicting the trend of COVID-19 pandemic The model could be effectively used in predicting infectious disease The model developed using K-nearest neighbors (KNN) is effective, with a prediction accuracy of 98.34% Not reported Thousands of cases Notreported Not reported Satu M.S.



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