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Dimension Reduction and classification

Need code(Python or Matlab) for dimension reduction techniques:

--Diffusion maps

--locality preserving projections

--Neighborhood preserving embedding

And code(Python or Matlab) for Classification techniques:

--Naive bayes

--Support vector machines

--Decision trees

--Recurrent neural network

Code should be able to read excel file and seperate class column(only one column which is at the end) perform Dimensionality reduction techniques followed by classification.

Need the Accuracy, F1score and Roc curve for 10 folds of data(use cross validation to split the data into 10 sets)

find Variability

Kemahiran: Python, Matlab and Mathematica, Machine Learning (ML), Kejuruteraan Perisian, Algoritma

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Tentang Majikan:
( 0 ulasan ) Windsor, Canada

ID Projek: #20413350

Dianugerahkan kepada:


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9 pekerja bebas membida secara purata $176 untuk pekerjaan ini


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Hi. I've read your requirements carefully. I understood your requirement and I have full experience in PCA and machine learning. I am a certified freelancer with great ideas & methodologies. So I can complete your pro Lagi

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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, missin Lagi

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Hello! I do only ML/DS projects, have a vast experience in building Deep learning/ML models. Your project will not take too long to write dimensionality reduction algorithms and codes for different ML algorithms, as I Lagi

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Hi i am a Data Scientist working in Machine learning from past 3 years. i read your problem Statement. i can build a accurate classification algorithm and all analyses for you.

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