How to display results in graph, plot or hyperplane of svm with w ,b and svs etc.
Check this link...!
http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/svmtoy3d/
Hello Sheema, Here i have given a sample of code in matlab which may help to you and this may give you idea for your work.
% now plot support vectors
hold on;
sv = full(model.SVs);
plot(sv(:,1),sv(:,2),'ko');
% now plot decision area
[xi,yi] = meshgrid([min(d(:,1)):0.1:max(d(:,1))],[min(d(:,2)):0.1:max(d(:,2))]);
dd = [xi(:),yi(:)];
tic;[predicted_label, accuracy, decision_values] = svmpredict(zeros(size(dd,1),1), dd, model);toc
pos = find(predicted_label==1);
redcolor = [1 0.8 0.8];
bluecolor = [1 1 1];
h1 = plot(dd(pos,1),dd(pos,2),'s','color',redcolor,'MarkerSize',10,'MarkerEdgeColor',redcolor,'MarkerFaceColor',redcolor);
pos = find(predicted_label==-1);
h2 = plot(dd(pos,1),dd(pos,2),'s','color',bluecolor,'MarkerSize',10,'MarkerEdgeColor',bluecolor,'MarkerFaceColor',bluecolor);
uistack(h1, 'bottom');
uistack(h2, 'bottom');
Thank you all. I have this chunck of code but I don't understand that what d and dd refers to?
How can we determine from the results of PSNR and MSE that how is the quality of the images for quantitative and qualitative analysis.
31 December 2017 8,606 3 View
Methods like ROC/AUC, precision,specificity and accuracy etc are used for quantitative analysis. What are other methods to evaluate the results.
10 November 2017 4,432 5 View
Since Random walker is used for both segmentation as well as classification. But it works on supervised learning so is it better to comapre it with other segmentation techniques or classification...
03 April 2017 3,870 3 View
How to understand what RVM is showing and how to plot an output out from the results?
09 October 2016 2,343 0 View
How should be the introduction portion written in a research article to get the paper published in computer vision.
08 September 2016 2,574 2 View
How can beginners write research article in such a way that it gets published in a reputable journal especially the crucial portions like experimental results and hence convincing the readers...
07 August 2016 981 8 View
In order to find abnormalities and eventually disease detection.
06 July 2016 2,090 2 View
Also kindly illustrate the key terms in the context of its implementation seeds,masks,labels and beta? what are these terms and what does they represent?
03 April 2016 4,566 2 View
SVM Classification results in the form of 2-d plot
08 September 2015 538 1 View
For PhD research any new ideas and methods
07 August 2015 8,813 1 View
What Characteristics makes CNN work better?
03 March 2021 1,458 4 View
i would to know some of the research gaps in the artificial intelligence field in most african countries.
03 March 2021 6,145 3 View
Results of single-case research designs (i.e., n-of-1 trials) are often evaluated by visually inspecting the time-series graph and computing quantitative indices. A question our research team is...
03 March 2021 687 1 View
i am try to classify the x-ray images. During classification , can i block unwanted images (except x-ray image).
03 March 2021 7,100 1 View
dear community, my model is based feature extraction from non stationary signals using discrete Wavelet Transform and then using statistical features then machine learning classifiers in order to...
03 March 2021 6,994 5 View
The range of forms and sizes of cavities in rock is very big. Is there a classification scheme for rock cavities regarding their size and shape?
02 March 2021 4,511 3 View
Do you have some recommendations approaches on Image processing and classification of plant diseases using TensorFlow/Keras?
02 March 2021 1,493 4 View
Working on chandrayaan-2 DFSAR data, there are three datasets available: 1) Slant range image data product: The slant range complex image file. Each pixel is represented by two 4-byte floating...
02 March 2021 8,481 3 View
I would like to research on MR images (0.5T and 3T). Can you please suggest some websites that I can download dataset including both 0.5T and 3T MR images? Thank you.
02 March 2021 7,735 3 View
NFL theorem is valid for algorithms training in fixed training set. However, the general characteristic of algorithms in expanded or open dataset has not been proved yet. Could you show your...
01 March 2021 1,189 3 View