Using machine learning optimal number of cluster should be formed on the dataset

On protein sequences we will use clustering algorithm . The data used is the 33 (α/β)8-barrel proteins belonging to the glycoside hydrolases family 2 from the CAZy database. The 33 proteins are divided into five subfamilies, namely, Ga (for β-galactosidase), GI (for β-glucuronidase), Cs (for exo-β-D-glucosaminidase), Ma, and Un (for β-mannosidase), where each protein is represented as a sequence of symbols from the alphabet set {A, C, D, E, F, G, H, I, K, L, M, N, P, Q, R, S, T, V, W, X, Y}. The lengths of the sequences vary from 598 to 1270. These sequences are multimodular with various types of catalytic modules, known as “(α/β)8-barrel”. By this experiment task is to identify the correct number of clusters (K = 5), in terms of such structural characteristics hidden in the sequences.

To validate the quality of a series of clustering results, each generated by the clustering algorithm on the same sequences set S with various numbers of sequences clusters Cluster Validation Index is used

Evner: Datasøgning, Maskinoplæring, Matlab and Mathematica, Python

Se mere: Stock Market Prediction using Machine Learning Algorithm, real-time network anomaly detection system using machine learning, network traffic anomaly detection using machine learning approaches, k means clustering example, clustering algorithms, how to determine number of clusters in k-means, k means clustering, hierarchical clustering is a suggested approach for large data sets true or false, k means machine learning, how to find optimal number of clusters in r, the number of rounds for convergence in k means clustering can be lage, predicting football scores using machine learning techniques, stock market prediction using machine learning techniques, android apps using machine learning, survey of review spam detection using machine learning techniques, sales prediction using machine learning, stock market prediction using machine learning, data integration using machine learning, twitter sentiment analysis using machine learning techniques, sentiment classification using machine learning techniques pdf

Om arbejdsgiveren:
( 0 bedømmelser ) Bengaluru, India

Projekt ID: #18874914

Tildelt til:


Hello Sir/Madam, I cannot see your username unless you send me a message. Are you shreyaupatil? Today i couldn't send you message because you deleted or cancelled your project. Please contact me to discuss the detai Flere

₹7777 INR in 10 dage
(0 bedømmelser)

8 freelancere byder i gennemsnit ₹15069 på dette job


Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Machine Learning & Matlab Programming. I'm really confident about your project, and very eager to join your project. Flere

₹15000 INR in 3 dage
(81 bedømmelser)

-Professional Data Mining, Machine Learning, Matlab and Mathematica, Python expert ! Best Result in Time!----- Hello sir. I've really rich experience for your project, so your project is very interesting to me. I'm Flere

₹10000 INR in 3 dage
(38 bedømmelser)

Hi I am a very experienced biostatistician, data scientist and bioinformatician. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several Flere

₹25000 INR in 3 dage
(33 bedømmelser)

Hello! I will use classifier to help you with implementing optimal number of clusters. We must extract the natural feature of the sequences by CNN, which had succeeded in image classifier, object detection, etc becau Flere

₹30000 INR in 3 dage
(15 bedømmelser)

Hello, dear! I am interested in your project. I have extensive experience in data analysis such as classification and clustering, feature selection, dimensional reduction, time series analysis, data forecasting, miss Flere

₹15000 INR in 3 dage
(6 bedømmelser)

Hello, I'm a data scientist with multiple certifications in R and Python I can help you complete your project

₹7777 INR in 3 dage
(5 bedømmelser)

Hello I am a Software Engineer. I specialize to do image processing projects such as Image Segmentation, Face Recognition, Object Detect(Track) and etc. I sincerely hope this project would be first step in long ter Flere

₹10000 INR in 3 dage
(6 bedømmelser)