AI & Machine Learning
epub |eng | 2020-05-15 | Author:Wlodarczak, Peter;
Multiple linear regression Simple linear regression uses only one predictor variable to predict the factor of interest. In many real-world problems, more than one independent variable influences the prediction, so, ...
( Category:
Machine Theory
May 7,2020 )
epub |eng | 2020-05-04 | Author:Paul Zikopoulos & Rob Thomas [Paul Zikopoulos]
( Category:
Machine Theory
May 3,2020 )
azw3 |eng | 2019-08-15 | Author:Kelleher, John D. [Kelleher, John D.]
Layer-Wise Pretraining Using Autoencoders In layer-wise pretraining, the initial autoencoder learns an encoding for the raw inputs to the network. Once this encoding has been learned, the units in the ...
( Category:
Intelligence & Semantics
May 3,2020 )
epub |eng | | Author:Xiaochun Wang & Xiali Wang & Don Mitchell Wilkes
(2)To utilize the above observation, a favorable property of kNN is that the k-th nearest distance to each data point is a monotonic nonincreasing function of the portion of the ...
( Category:
Localization
May 3,2020 )
epub |eng | | Author:By Audrey Tam && Matthijs Hollemans & By Matthijs Hollemans & By Chris LaPollo
There is a version 2 of MobileNet, also available in Keras. MobileNet V2 is smaller and more powerful than V1. Just like ResNet50, it uses so-called residual connections, an advanced ...
( Category:
Machine Theory
April 30,2020 )
epub |eng | 2020-04-02 | Author:Brayden Smith Smith & Hein Smith [Smith , Brayden Smith]
Also, functions can also help us localize problems (aka bugs in our software). Imagine if some function f(a,b,c) contained 500 lines of code, but rather than having written a function, ...
( Category:
Intelligence & Semantics
April 26,2020 )
epub |eng | 2020-04-21 | Author:Rana el Kaliouby & Carol Colman [el Kaliouby, Rana & Colman, Carol]
“THE TEAM” When you’re out pitching a start-up, one of the first things investors ask about is “the team.” At the time, our team consisted of Roz, our two employees, ...
( Category:
Intelligence & Semantics
April 25,2020 )
epub, pdf |eng | | Author:Miroslav Kubat
How are the individual classifiers induced in the bagging approach? What is meant by bootstrapping? 9.2 Schapire’s Boosting Although the bagging approach often achieves impressive results, it suffers from a ...
( Category:
Intelligence & Semantics
April 24,2020 )
epub |eng | | Author:Andrew T. Duchowski
17.2 Forms of Inquiry Coolican (1996) defines investigation as a general term for any study that seeks information (usually to test a hypothesis). An experiment is a particular form of ...
( Category:
Expert Systems
April 24,2020 )
epub, pdf |eng | | Author:Wolfgang Ertel
Exercise 7.5 Using the Lagrange multiplier method, show that, without explicit constraints, the uniform distribution p 1 = p 2 = … = p n = 1/n represents maximum entropy. ...
( Category:
Intelligence & Semantics
April 24,2020 )
epub |eng | | Author:Gareth James, Daniela Witten, Trevor Hastie & Robert Tibshirani
Model Interpretability: It is often the case that some or many of the variables used in a multiple regression model are in fact not associated with the response. Including such ...
( Category:
Intelligence & Semantics
April 24,2020 )
epub, pdf |eng | | Author:Sandro Skansi
The number of neurons in the hidden layer The number of neurons in the output layer Initial values for weights Initial values for biases Note that the neurons are not ...
( Category:
Intelligence & Semantics
April 24,2020 )
Categories
| Computer Vision & Pattern Recognition | Expert Systems |
| Intelligence & Semantics | Machine Theory |
| Natural Language Processing | Neural Networks |
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