Modification of KNN Algorithm

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Dafny Verification of kNN Algorithm

A data set in machine learning is simply a table representing collections of entries. Each entry, has attributes of which can be thought as the columns in a table. A label describes the class or category of an entry. For binary labels each entry may posses a class label of 0 or 1 of which can be thought of as negative or positive labels. Model and classifier are used synonymously. Two phases ar...

متن کامل

Efficient Algorithm to Monitor Continuous kNN Queries

Continuous monitoring of k nearest neighbor (kNN) queries has attracted significant research attention in the past few years. A safe region is an area such that as long as a kNN query remains in it, the set of its k nearest neighbors does not change. Hence, the server does not need to update the query results unless the query moves out of its safe region. Previous work uses time-parameterized k...

متن کامل

The kNN-TD Reinforcement Learning Algorithm

A reinforcement learning algorithm called kNN-TD is introduced. This algorithm has been developed using the classical formulation of temporal difference methods and a k-nearest neighbors scheme as its expectations memory. By means of this kind of memory the algorithm is able to generalize properly over continuous state spaces and also take benefits from collective action selection and learning ...

متن کامل

ABC-based distance-weighted kNN algorithm

Taylor & Francis makes every effort to ensure the accuracy of all the information (the “Content”) contained in the publications on our platform. However, Taylor & Francis, our agents, and our licensors make no representations or warranties whatsoever as to the accuracy, completeness, or suitability for any purpose of the Content. Any opinions and views expressed in this publication are the opin...

متن کامل

The Use of kNN Model Algorithm for Automatic Feature Selection

An investigation has been conducted on frequently used feature selection methods in data pre-processing for data mining. After identifying the weaknesses and strengths of each of the approaches, we propose modifications to the ReliefF methods by: (1) using a kNN model as the starter selection, aimed at choosing a set of more meaningful representatives to replace the original data for feature se...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: International Journal of Engineering and Computer Science

سال: 2019

ISSN: 2319-7242

DOI: 10.18535/ijecs/v8i11.4383