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AI Matlab SVM review and optimaztion

NIPtech LTD is doing various outsourcing work and simulations for customers.

The current work has three goals

A. Repair and optimize an AI SVM code built by customer using Matlab (The Matlab and data Files will be provided) - with almost no comments or description done by previous developer. The code is using auto Matlab SVM configuration and is not running well- it needs to be fixed and the SVM parameters (Kernel, BoxConstraint , k-fold, etc.) need to be set.

B. Improve performance:

The predictor takes 30 minutes to run. The goal is to reduce runtime by half via optimization of Matlab code or by calling other programming language (such as Python [preferable],C, or C++ MEX files) from within Matlab to replace some of Matlab’s functions.

C. The work must be fully documented, and parameter selection must be explained so the customer can continue their work or make future changes.

The work will be guided by a NIPtech programmer, who will check the SVM predictor every 2 days, by running a prediction program over a different set of test data.

Last but not Least - the job must be done in the next 2 weeks!!

Skills: Matlab and Mathematica, Python, Algorithm, Artificial Intelligence, Machine Learning (ML)

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About the Employer:
( 0 reviews ) HOD HASHARON, Israel

Project ID: #22739149

23 freelancers are bidding on average $655 for this job

williams115

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$500 USD in 7 days
(52 Reviews)
6.3
earthat

HI Is the accuracy by the present code is less than expected. What is the dataset used in it and size of data? If datasize is very high then probably the time of training would be high. Let's discuss and analyze the More

$600 USD in 7 days
(57 Reviews)
6.2
suyashdhoot

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(34 Reviews)
6.0
Seeniea

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$500 USD in 7 days
(5 Reviews)
5.3
noumanalishakir

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(23 Reviews)
5.1
WinterGreenTech

Hi wintergreen develops more projects in matlab. we have deep knowledge in machine learning and debugging. from your concept: 1. redesign svm model for improving performance both confusion matrix and fast response. More

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(8 Reviews)
4.9
vorasiddh4it

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4.5
Intel1994

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(10 Reviews)
4.2
arjun366333

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(9 Reviews)
4.4
vladislavagapov

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(5 Reviews)
4.0
PavelKornin

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(2 Reviews)
4.2
hsh564cf84accd96

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Neundertalets

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3.8
andriiromanyshyn

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(5 Reviews)
3.1
jinsheng1910

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2.8
AmalKsein222

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(2 Reviews)
2.9
soltracker

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$500 USD in 7 days
(13 Reviews)
3.0
Ahmed8033

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(3 Reviews)
2.5
sirajahmadzai

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(2 Reviews)
2.6
onyx00programmer

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$500 USD in 7 days
(6 Reviews)
2.9