Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Save more on your purchases! discount-offer-chevron-icon
Savings automatically calculated. No voucher code required.
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
F# for Machine Learning Essentials

You're reading from   F# for Machine Learning Essentials Get up and running with machine learning with F# in a fun and functional way

Arrow left icon
Product type Paperback
Published in Feb 2016
Publisher
ISBN-13 9781783989348
Length 194 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Sudipta Mukherjee Sudipta Mukherjee
Author Profile Icon Sudipta Mukherjee
Sudipta Mukherjee
Arrow right icon
View More author details
Toc

Table of Contents (9) Chapters Close

Preface 1. Introduction to Machine Learning FREE CHAPTER 2. Linear Regression 3. Classification Techniques 4. Information Retrieval 5. Collaborative Filtering 6. Sentiment Analysis 7. Anomaly Detection Index

Index

A

  • Accord.NET
    • URL / Machine learning frameworks, Math.NET Numerics for F# 3.7.0
    • about / Objective, Math.NET Numerics for F# 3.7.0
  • accuracy metrics
    • ranking / Ranking accuracy metrics
  • accuracy parameters, for eecommendations evaluation
    • about / Evaluating recommendations
  • accuracy parameters, for recommendations evaluation
    • prediction accuracy / Prediction accuracy
    • confusion matrix / Confusion matrix (decision support)
  • anomalies
    • determining, with Chi-squared statistic / Chi-squared statistic to determine anomalies
    • detecting, density estimation used / Detecting anomalies using density estimation
  • Anomaly detection / Different areas where machine learning is being used
  • anomaly detection
    • actions / Some cool things you will do
    • types / The different types of anomalies
  • APIs
    • Math.NET Numerics / Math.NET Numerics for F# 3.7.0
  • asymmetric binary attributes similarity
    • about / Similarity of asymmetric binary attributes
    • Sokal...
lock icon The rest of the chapter is locked
arrow left Previous Section
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime
Banner background image