Ergebnisse für: K-Nearest-Neighbors

Hier findest Du Bücher, die sich mit K-Nearest-Neighbors beschäftigen.

Buch Cover Machine Learning Methods
Machine Learning Methods
Hang Li
Springer Singapore
106.99 € · Hardcover
Machine Learning Statistical Learning Supervised Learning Unsupervised Learning Classification Regression Perceptron Model K-Nearest-Neighbors Decision Tree Logistic Regression Model Support Vector Machines EM Algorithm Hidden Markov Model K-means Clustering Singular Value Decompostition (SVD)
This book provides a comprehensive and systematic introduction to the principal machine learning methods, covering both supervised and unsupervised learning methods. It discusses essential methods of classification and regression in supervised learning, such as decision trees, perceptrons, support v...
Buch Cover Multivariate Statistics and Machine Learning in R For Beginners
Multivariate Statistics and Machine Learning in R For Beginners
Andreas Tilevik
Springer International Publishing
96.29 € · Hardcover
Multivariate Statistics MANOVA Sensitivity and Specificity ROC curves PCA (Principal Component Analysis) Clustering Classification Machine Learning Supervised learning LDA (Linear Discriminant Analysis) Decision trees Random forest k-nearest neighbors PLS regression PCR regression
This book is more than just a book – it is a full course designed as an interactive guide for beginners in multivariate analysis. Combining theoretical videos with practical examples in R, it offers readers a unique blend of theory, practice, and application in biology and medicine. In an era wher...
Buch Cover Algorithms for Data Science
Algorithms for Data Science
Brian Steele, John Chandler, Swarna Reddy
Springer International Publishing
96.29 € · Hardcover
Data science Data analytics Big data Predictive analytics Hadoop Python Clustering Streaming data Healthcare analytics Forecasting k-nearest neighbors MapReduce Data visualization Real-time analytics R programming
This textbook on practical data analytics unites fundamental principles, algorithms, and data. Algorithms are the keystone of data analytics and the focal point of this textbook. Clear and intuitive explanations of the mathematical and statistical foundations make the algorithms transparent. But pra...
Buch Cover New Developments in Unsupervised Outlier Detection
New Developments in Unsupervised Outlier Detection
Xiaochun Wang, Xiali Wang, Mitch Wilkes
Springer Singapore
181.89 € · Hardcover
Unsupervised Outlier Detection Distance-Based Outlier Detection Density-Based Outlier Detection k-Nearest Neighbors Based Outlier Detection Clustering Based Outlier Detection Boundary Point Detection Novel Object Detection
This book enriches unsupervised outlier detection research by proposing several new distance-based and density-based outlier scores in a k-nearest neighbors’ setting. The respective chapters highlight the latest developments in k-nearest neighbor-based outlier detection research and cover such top...
Buch Cover KI-Algorithmen mit Python
KI-Algorithmen mit Python
Jens Gaulke
Rheinwerk
34.9 € · Paperback
Python-Algorithmen Künstliche Intelligenz Python-Implementierung Informatik-Studium Mathematik Machine Learning K-Nearest Neighbours Hand-Buch Bücher Wissen Tutorial Anleitung Tipps Nachschlagewerk Programmierung Machine Learning Neuronale Netze KI-Grundlagen
Die codegestützte Einführung ins Machine LearningIn Zeiten von Claude, Gemini, ChatGPT und Co. ist längst bekannt: KI ist nicht gleich KI. In diesem Buch lernen Sie die zentralen lernenden Algorithmen kennen, die Sie für Ausbildung und Beruf benötigen. Von K-Nearest Neighbours bis Reinforcement...
Buch Cover KI-Algorithmen mit Python
KI-Algorithmen mit Python
Jens Gaulke
Rheinwerk
34.9 € · eBook
Python-Algorithmen Künstliche Intelligenz Python-Implementierung Informatik-Studium Mathematik Machine Learning K-Nearest Neighbours Hand-Buch Bücher Wissen Tutorial Anleitung Tipps Nachschlagewerk Programmierung Machine Learning Neuronale Netze KI-Grundlagen
Die codegestützte Einführung ins Machine LearningIn Zeiten von Claude, Gemini, ChatGPT und Co. ist längst bekannt: KI ist nicht gleich KI. In diesem Buch lernen Sie die zentralen lernenden Algorithmen kennen, die Sie für Ausbildung und Beruf benötigen. Von K-Nearest Neighbours bis Reinforcement...
Buch Cover KI-Algorithmen mit Python
KI-Algorithmen mit Python
Jens Gaulke
Rheinwerk
34.9 € · eBook
Python-Algorithmen Künstliche Intelligenz Python-Implementierung Informatik-Studium Mathematik Machine Learning K-Nearest Neighbours Hand-Buch Bücher Wissen Tutorial Anleitung Tipps Nachschlagewerk Programmierung Machine Learning Neuronale Netze KI-Grundlagen
Die codegestützte Einführung ins Machine LearningIn Zeiten von Claude, Gemini, ChatGPT und Co. ist längst bekannt: KI ist nicht gleich KI. In diesem Buch lernen Sie die zentralen lernenden Algorithmen kennen, die Sie für Ausbildung und Beruf benötigen. Von K-Nearest Neighbours bis Reinforcement...
Buch Cover Learn Data Mining Through Excel
Learn Data Mining Through Excel
Hong Zhou
APRESS
53.49 € · Paperback
Data mining Excel machine learning decision trees clustering data classification linear regresssion data analysis nearest neighbors Naive Bayes k-means clustering cross-validation neural network logistic regression analysis Hong Zhou Excel
Use popular data mining techniques in Microsoft Excel to better understand machine learning methods. Most software tools and programming language packages take data input and deliver data mining results directly, presenting no insight on working mechanics and creating a chasm between input and outpu...