Using lyx to write phd thesis

Using lyx to write phd thesis

I am writing a large document, like a Thesis. Chapters are split between individual Tex files and included using the \include command. I have a blogger.com file that is maintained by Mendeley (program I use for storing my references and producing a BibTex file). I am using the package, cite (mainly for doing references like [,6,9]) Sep 09,  · While finalising my thesis, I came across a problem of representing a range of pages for a single entry in table of contents. For instance, If I want to use a page range 1~10 for “Preliminary Pages”. I couldn’t get any useful help from the blogs. Can you please help me to do that. Best, Naeem. PS: I am using LaTeX report for my thesis Apr 22,  · Conclusions. Bottom line: If you need to write a short letter, a cover page, or a report to the administration, who thinks LaTeX is something kinky, you are best of writing in blogger.com simple documents, you don't need fancy layout. So, you can save time by writing with a WYSIWYG editor like Word. If you are writing a long document like a master/PhD thesis, an article, or a review, you are

Kittipat's Homepage - libsvm for MATLAB

libsvm is a great tool for SVM as it is very easy to use and is documented well. The libsvm package webpage is maintained by Chih-Chung Chang and Chih-Jen Lin of NTU. The webpage can be found here, using lyx to write phd thesis. I made this tutorial as a reminder for myself when I need to use it again. All the credits go for the libsvm developers. Here is how you can cite the libsvm. In this short tutorial, the following topics will be discussed:. Just read the readme file in using lyx to write phd thesis package.

Using lyx to write phd thesis very easy. You can do it in both terminal and in MATLAB workspace. On Ubuntu machine, just to make sure you have gcc in your machine. If not, you need to install it using the command below:. Below is the first code to run. don't worry about it.

The unfilled markers represent data instance from the train set. The filled markers represent data instance from the test set, and filled color represents the class label assigned by SVM whereas the edge color represents the true ground-truth label.

The marker size of the test set represents the probability that the sample instance is assigned with its corresponding class label; the bigger, the more confidence. Now let's apply some kernel to the SVM. The complete code can be found here, using lyx to write phd thesis. The resulting clusters are shown in the figure below.

In this example, we will use the option enforcing n-fold cross validation in svmtrain, which is simply put the '-v n' in the parameter section, where n denote n-fold cross validation. Here is the example of using 3-fold cross validation:.

In the example below, I will show the nested cross validation. First, we search for the optimal parameters c and gamma in the big scale, then the searching space is narrowed down until satisfied.

The results are compared with the first experiment which does not use the optimal parameters. The full code can be found here. Naturally, SVM is a binary classification model, how can we use SVM using lyx to write phd thesis the multi-class scenario? In this example, we will show you how to do multi-class classification using libsvm. A simple strategy is to do binary classification 1 pair at a time. Here we will use one-versus-rest approach. In fact, we can just use the original codes svmtrain and svmpredict from the libsvm package to do the job by making a "wrapper code" to call the original code one pair at a time.

The good news is that libsvm tutorial page provides a wrapper code to do so already. Yes, we will just use it properly. Just download the demo code from the end of this URLwhich says. The codes ovrtrain and ovrpredict are the wrapper. The full-implemented code can be found here. Results show that. The one-vs-rest multiclass SVM results. Here we do parameter selection on the train set yielding the accuracy for using lyx to write phd thesis class:. So, parameter selection is really important!!!!

You may find the following examples useful. Each code is built for some specific application, which might be useful to the reader to download and tweak just to save your developing time.

Search this site. libsvm for MATLAB. The clustering results might look like this:. Linear-kernel SVM: Polynomial-kernel SVM: RBF-kernel SVM: MLP-kernel SVM: Big scale parameters searching.

Medium scale parameters searching. Small scale parameters searching. row training set. All the code can be found in the zip file here. Report abuse. Google Sites.

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May 30,  · Hello everyone, I'm currently finishing up my PhD thesis, and have managed to acquire a LaTeX template from a colleague. This template (with blogger.com code presented below) used to produce page numbers in either the top left or top right of the page Say, if you have already written your thesis in Word, there isn't much point in trying to “convert” your document to LaTeX. You can do it, but the results won't be pretty. LaTeX isn’t just another document type to “Save-As”, it's a complete system to help you write those documents. What you care about is the design of the document Apr 22,  · Conclusions. Bottom line: If you need to write a short letter, a cover page, or a report to the administration, who thinks LaTeX is something kinky, you are best of writing in blogger.com simple documents, you don't need fancy layout. So, you can save time by writing with a WYSIWYG editor like Word. If you are writing a long document like a master/PhD thesis, an article, or a review, you are