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Author/Affiliation: Saichon Sinsomboonthong
Estimation of the Population Mean for Incomplete Data by using Information of Simple Linear Relationship Model in Data Set
The objective of this research is to propose the estimator of the population mean for incomplete data by using information of simple linear relationship model in the data set. In addition, the factorization of the likelihood function is created to derive the maximum likelihood estimator for the population mean. The simulation study was conducted for…
Read More Efficiency Comparison in Prediction of Normalization with Data Mining Classification
In research project, efficiency comparison study in prediction of normalization with data mining classification. The purpose of the research was to compare three normalization methods in term of classification accuracy that the normalized data provided: Z-Score, Decimal Scaling and Statistical Column. The six known classifications: K-Nearest Neighbor, Decision Tree, Artificial Neural Network, Support Vector Machine,…
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