Browsing DIU Faculty Publication by Subject "Feature selection"

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Comparative Analysis to identify the best Classifier for Parkinson Prediction

Shamrat, F.M. Javed Mehedi; Bhowmik, Shohag Kumar; Sultana, Zakia; Hossain, Ahbab; Amina, Mahdia; Thapa, Sittal (Scopus, 2021)

Parkinson disease has become one of the most common diseases among people over the age of 65. Neurodegenerative disease affects movement, speech and other cognitive abilities. Among patients, the symptoms vary at a different ...
Ensemble Method Based Architecture Using Random Forest Importance to Predict Employee's Turn Over

Hossen, Md. Anwar; Hossain, Emran; Khalib, Zahereel Ishwar Abdul; Siddika, Fatema (Journal of Physics: Conference Series, 2021)

The departure of a skilled employee can create a problem for a company and this incident is increasing globally. Employee turnover has become an important issue these days due to the heavy workload, low pay, low job ...
Prediction of Thyroid Disease (Hypothyroid) in Early Stage Using Feature Selection and Classification Techniques

Riajuliislam, Md; Rahim, Khandakar Zahidur; Mahmud, Antara (International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), 2021-04-12)

Thyroid disease is one of the most common diseases among the female mass in Bangladesh. Hypothyroid is a common variation of thyroid disease. It is clearly visible that hypothyroid disease is mostly seen in female patients. ...

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