Tamamlanmış

verifying the result of a biometric paper (Most of the work done)

[login to view URL]

I have the full code and the dataset. However i think i'm missing one part which author says in page 12 "

"Our classifiers treat every stroke individually. The estimation of the authenticity of the user is thus a highly volatile random variable. However, this

estimation can be rendered more robust by bundling several consecutive strokes and classifying them together. Instead of individually classifying all strokes and taking the majority

vote as the final decision, we combine the classifier output at an earlier stage. For SVM,

we average the continuous scores of projecting the individual test observations on the vector

orthogonal to the decision hyperplane. The final classification is then the thresholded average

score, depending on where to allocate the FRR against FAR trade-off"

I need to emulate figure 5 in my code. I am able to do it but i don 't how to implement

My code does give nsamples or strokes vs EER but it does not combine as the author says combine classifier output at an earlier stage and for svm average the continuous scores of projecting the individual test observations on the vector orthogonal to the decision plane. And the final classification is then the threshold average score depending on where to allocate the FRR against FAR.

Requirement:

1) you need to fix my code based on the author's claim above

2) Plot accordingly for each user like fig 5, provide minimum EER with respect to k or nsamples or stroke

3) [login to view URL] dataset

4) As per the author claims, you need to combine classifier output at an earlier stage

5) average the continuous scores of projecting the individual test observations on the vector orhtogonal to the decision plane.

6) Finally do the final classification based on the thresholded average score depending on where to allocate the FRR against FAR trade off

7) You just need to do SVM

Beceriler: Machine Learning (ML), Biometrics, Scikit Learn

Daha fazlasını gör: http hi5 photoorg fix, website doesnt work properly firefox quick fix, paper writing work biotech, types of biometrics, biometrics examples, biometric authentication, biometrics definition, biometric id, biometrics security, biometric identification, history of biometrics, captcha work http magicbolobombcom, work http imgenslavercom, sample written critique paper research work, http download1778 mediafire com aw9zyaian1dg u0icuyl41vbas1v outsourcing and freelancing pdf, http://elliottyoungcouk/2014/01/06/the-pros-and-cons-of-closed-source-software/, we are looking for people who can convert psd into html files for us you must also be able to work within a tight deadline and m, http 19ca vd aclst com dl php kmu0tzlwhbe developers mp3 videoid kmu0tzlwhbe&t s01vmhr6thdoykutmji1nda1mjc3ns0xndi1ntc0mdmzltu2, http 19ca vd aclst com dl php kmu0tzlwhbe developers mp3 videoid kmu0tzlwhbe&t s01vmhr6thdoykutnjm1otqzmdc5lte0ndyxmju1nzktodkw, http annasdiary com ez 1 index php

İşveren Hakkında:
( 6 değerlendirme ) Potsdam, United States

Proje NO: #22294385

Seçilen:

segredominic

Hello there. I’m interested in working on your biometrics task. I have experience in machine learning and biometric applications.

%selectedBids___i_period_sub_7% gün içinde 200%project_currencyDetails_sign_sub_9% %project_currencyDetails_code_sub_10%
(7 Değerlendirme)
3.6

Bu iş için 5 freelancer ortalamada $186 teklif veriyor

OctaneKhan

hello, I am Machine Learning and DL expert, published 3 research papers in Deep learning domain, I can provide My references in chatbox, I know you are looking for reproducing results, see you in chat

$200 USD in 7 gün içinde
(5 Değerlendirme)
2.4
MaLiguo

***********ML expert here*************** Hi. I am very interested in your job. Especially i have talent in Python, C, C++,C#. Please contact me for further discussion. Thank you.

$140 USD in 3 gün içinde
(1 Yorum)
2.1
mohamedaithmida

Hello sir ! We are a group of expert, each with a master's degree in economics and statistics , we have a good experience and brilliant skills in Machine Learning using python, we promise you for a quality work and cl Daha Fazla

$140 USD in 7 gün içinde
(0 Değerlendirme)
0.0
KefahAied

Hello Dear Client, Your offer is my highly interesting area, I have worked on Data Science and Artificial Intelligence day over 2 years and I early gain many experiences in Machine Learning and applying models by Tenso Daha Fazla

$250 USD in 7 gün içinde
(1 Yorum)
0.1