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Here is my first project in Machine learning. It's an introduction course from ITMO

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CpG Values of Smoking and Non Smoking Patients

About Dataset

Context The CpG sites or CG sites are regions of DNA where a cytosine nucleotide is followed by a guanine nucleotide in the linear sequence of bases along its 5' → 3' direction. CpG sites occur with high frequency in genomic regions called CpG islands (or CG islands). Cytosines in CpG dinucleotides can be methylated to form 5-methylcytosines. Enzymes that add a methyl group are called DNA methyltransferases. In mammals, 70% to 80% of CpG cytosines are methylated.[1] Methylating the cytosine within a gene can change its expression, a mechanism that is part of a larger field of science studying gene regulation that is called epigenetics.

Inspiration It can be interesting explore is the most important factors for smokers among The CpG sites - feature importance.

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Here is my first project in Machine learning. It's an introduction course from ITMO

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