How Long to Read PATTERN RECOGNITION

How Long Does it Take to Read PATTERN RECOGNITION?

It takes the average reader 2 hours and 39 minutes to read PATTERN RECOGNITION by Syed Thouheed Ahmed

Assuming a reading speed of 250 words per minute. Learn more

Description

This book covers the primary and supportive topics on pattern recognition with respect to beginners understand-ability. The aspects of pattern recognition is value added with an introductory of machine learning terminologies. This book covers the aspects of pattern validation, recognition, computation and processing. The initial aspects such as data representation and feature extraction is reported with supportive topics such as computational algorithms and decision trees. This text book covers the aspects as reported. Par t - I In this part, the initial foundation aspects of pattern recognition is discussed with reference to probabilities role in influencing a pattern occurrence, pattern extraction and properties. Introduction: Definition of Pattern Recognition, Applications, Datasets for Pattern Recognition, Different paradigms for Pattern Recognition, Introduction to probability, events, random variables, Joint distributions and densities, moments. Estimation minimum risk estimators, problems. Representation: Data structures for Pattern Recognition, Representation of clusters, proximity measures, size of patterns, Abstraction of Data set, Feature extraction, Feature selection, Evaluation. Par t - II In Part - II of the text, the mathematical representation and computation algorithms for extracting and evaluating patterns are discussed. The basic algorithms of machine learning classifiers with Nearest neighbor and Naive Bayes is reported with value added validation process using decision trees. Computational Algorithms: Nearest neighbor algorithm, variants of NN algorithms, use of NN for transaction databases, efficient algorithms, Data reduction, prototype selection, Bayes theorem, minimum error rate classifier, estimation of probabilities, estimation of probabilities, comparison with NNC, Naive Bayesclassifier, Bayesian belief network. Decision Trees: Introduction, Decision Tree for Pattern Recognition, Construction of Decision Tree, Splittingat the nodes, Over-fitting& Pruning, Examples.

How long is PATTERN RECOGNITION?

PATTERN RECOGNITION by Syed Thouheed Ahmed is 156 pages long, and a total of 39,936 words.

This makes it 53% the length of the average book. It also has 49% more words than the average book.

How Long Does it Take to Read PATTERN RECOGNITION Aloud?

The average oral reading speed is 183 words per minute. This means it takes 3 hours and 38 minutes to read PATTERN RECOGNITION aloud.

What Reading Level is PATTERN RECOGNITION?

PATTERN RECOGNITION is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy PATTERN RECOGNITION?

PATTERN RECOGNITION by Syed Thouheed Ahmed is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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