↓ Skip to main content
What is this page? Embed badge

Neural Networks: Tricks of the Trade

Overview of attention for book
Cover of 'Neural Networks: Tricks of the Trade'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Introduction
  3. Altmetric Badge
    Chapter 2 Efficient BackProp
  4. Altmetric Badge
    Chapter 3 Early Stopping - But When?
  5. Altmetric Badge
    Chapter 4 A Simple Trick for Estimating the Weight Decay Parameter
  6. Altmetric Badge
    Chapter 5 Controlling the hyperparameter search in MacKay’s Bayesian neural network framework
  7. Altmetric Badge
    Chapter 6 Adaptive Regularization in Neural Network Modeling
  8. Altmetric Badge
    Chapter 7 Large Ensemble Averaging
  9. Altmetric Badge
    Chapter 8 Square Unit Augmented Radially Extended Multilayer Perceptrons
  10. Altmetric Badge
    Chapter 9 A Dozen Tricks with Multitask Learning
  11. Altmetric Badge
    Chapter 10 Solving the Ill-Conditioning in Neural Network Learning
  12. Altmetric Badge
    Chapter 11 Centering Neural Network Gradient Factors
  13. Altmetric Badge
    Chapter 12 Avoiding roundoff error in backpropagating derivatives
  14. Altmetric Badge
    Chapter 13 Transformation Invariance in Pattern Recognition — Tangent Distance and Tangent Propagation
  15. Altmetric Badge
    Chapter 14 Combining Neural Networks and Context-Driven Search for Online, Printed Handwriting Recognition in the Newton
  16. Altmetric Badge
    Chapter 15 Neural Network Classification and Prior Class Probabilities
  17. Altmetric Badge
    Chapter 16 Applying Divide and Conquer to Large Scale Pattern Recognition Tasks
  18. Altmetric Badge
    Chapter 17 Forecasting the Economy with Neural Nets: A Survey of Challenges and Solutions
  19. Altmetric Badge
    Chapter 18 How to Train Neural Networks
Attention for Chapter 15: Neural Network Classification and Prior Class Probabilities
Altmetric Badge

Mentioned by

q&a
1 Q&A thread

Readers on

mendeley
15 Mendeley
citeulike
1 CiteULike
Summary Q&A
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Chapter title
Neural Network Classification and Prior Class Probabilities
Chapter number 15
Book title
Neural Networks: Tricks of the Trade
Published in
Lecture notes in computer science, January 1998
DOI 10.1007/3-540-49430-8_15
Book ISBNs
978-3-54-065311-0, 978-3-54-049430-0
Authors

Steve Lawrence, Ian Burns, Andrew Back, Ah Chung Tsoi, C. Lee Giles

View on publisher site
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 15 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Canada 1 7%
Unknown 14 93%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 3 20%
Researcher 3 20%
Student > Master 3 20%
Student > Doctoral Student 2 13%
Other 1 7%
Other 0 0%
Unknown 3 20%
Readers by discipline Count As %
Engineering 4 27%
Computer Science 3 20%
Earth and Planetary Sciences 2 13%
Neuroscience 1 7%
Mathematics 1 7%
Other 0 0%
Unknown 4 27%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 3. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 20 February 2012.
All research outputs
#12,853,296
of 22,663,150 outputs
Outputs from Lecture notes in computer science
#3,773
of 8,123 outputs
Outputs of similar age
#76,074
of 93,652 outputs
Outputs of similar age from Lecture notes in computer science
#20
of 29 outputs
Altmetric has tracked 22,663,150 research outputs across all sources so far. This one is in the 42nd percentile – i.e., 42% of other outputs scored the same or lower than it.
So far Altmetric has tracked 8,123 research outputs from this source. They receive a mean Attention Score of 5.0. This one has gotten more attention than average, scoring higher than 51% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 93,652 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 18th percentile – i.e., 18% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 29 others from the same source and published within six weeks on either side of this one. This one is in the 27th percentile – i.e., 27% of its contemporaries scored the same or lower than it.

This page is provided by Altmetric.