Selection of Characteristics for Numerical Classification of Soils1
- P. K. Sarkar,
- O. W. Bidwell and
- L. F. Marcus2
Eighteen hundred and thirty product-moment correlation coefficients were used to select characteristics from 61 given soil characteristics for numerical classification by electronic computer of 26 soils representing nine Orders of the new soil classification system (7th Approximation). Correlated characters were eliminated successively to 51, 40, 33, and 22 soil characteristics according to decreasing levels of the product-moment correlation coefficient over soils.
The correlation method is an objective procedure for eliminating members of groups of similar characteristics that might produce undue weighting in the numerical classification. It is superior to the heretofore used, and often criticized, method of selection based on subjective evaluation of the characteristics in soil classification.Please view the pdf by using the Full Text (PDF) link under 'View' to the left.
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