classify a two-class problem, and report the classification accuracy over the stratified 10 folds cross-validation

$30-250 CAD

Mbyllur

Postuar

about 6 years ago

$30-250 CAD

Paguhet në dorëzim

classify a two-class problem, and report the classification accuracy over the stratified 10 folds cross-validation. The dataset contains 14 features (columns) and two classes (see the last column, column 15). To solve the problem you can propose, develop, adapt and implement any classification algorithm, including, but not limited to, neural networks, probabilistic classifiers, fuzzy networks, support vector machines, decision trees. You may need to perform a preprocessing strategy including, but not limited to, missing data imputation and feature selection. Upon completion of the work, you need to write a short report describing your implementation procedure, main steps, and the attained results in terms of F-measure

Algorithm

C++ Programming

Machine Learning (ML)

Mathematics

Matlab and Mathematica

ID e Projektit: 16655656

Rreth projektit

18 propozime

Projekt në distancë

Aktive 6 yrs ago

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18 profesionistët e pavarur ofrojnë mesatarisht $153 CAD oferta për këtë punë

@Softeria

I have done MS Software Engineering. I had a course on DATA ENGINEERING, ML and Artificial Intelligence. I know all data mining techniques, Deep learning and data analysis techniques. I have worked on K-mean, ID3, Bayesian theorem, confusion matrix, Hungarian algo and so on .My research was on Rough Set Theory. Tools I use are Matlab, Weka, Python, R studio and RapidMiner. Please see my profile and reviews as well. Thanks

$300 CAD në 10 ditë

4,9

(205 përshtypje)

7,1

@suyashdhoot

Hi I am a very experienced statistician and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R STUDIO, WEKA, TABLEAU and excel tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash

$250 CAD në 10 ditë

4,3

(31 përshtypje)

5,7

@fra89

hi, I am a PhD researcher in computer science and I am very experienced in this field. I have been working on statistics, machine learning and deep learning for several projects. Please contact me for more details. Regards

$140 CAD në 3 ditë

5,0

(9 përshtypje)

4,6

@andrewemel

Hi there, I would like to be considered for your project. I have 3+ years of experience in Machine Learning and I'll be glad to help. Best Regards, Andrew

$120 CAD në 5 ditë

5,0

(6 përshtypje)

4,0

@amolupraity

HI, I have more than 4 years of experience in Machine Learning and this task will be completed within the proposed deadline. I will use all available classifier and will make report properly.

$150 CAD në 3 ditë

4,9

(18 përshtypje)

3,6

@r030894

Hi, my name is Raul and I am a computer engenieer from Brazil. I think that this problem can be solved by using a Naive-Bayes classification. I can implement this using Python or Java.

$55 CAD në 3 ditë

5,0

(2 përshtypje)

2,5

@ManojAsaithambi

I have experience in Machine Learning using Python. Please reach out if you are ok to develop in Python

$166 CAD në 3 ditë

5,0

(1 review)

2,7

@hang233

This is a very classic two-class classifier problem. For this problem, account for my experience, use random forest will achieve best accuracy. I will do some data preprocessing, then implement a random forest model for this project, and use 10 folds cross-validation to check result. A short report also will be included.

$110 CAD në 14 ditë