Quick Determination of Soil Quality Using Portable Spectroscopy and Efficient Multivariate Techniques

Table 2

Identification rate of different land use classes by LDA and SVM.

Models	Preprocessing	Correct classification rates (%)
		Calibration set (77)	Prediction set (33)
LDA	RAW	93.20	94.44
	MC	96.62	97.22
	MSC	97.30	98.61
	SNV	96.62	97.22
	FD	98.65	97.22
SVM	RAW	95.83	96.87
	MC	96.62	95.75
	MSC	95.97	98.610
	SNV	96.62	98.83
	FD	99.32	98.61

The bold values represents the best results.