A maiden attempt was made at Horticultural Research Station (HRS), a constituent research unit of Tamil Nadu Agricultural University, located at Yercaud, Salem District, Tamil Nadu, India during 2012-2013 to assess the suitability of various ornamental foliage Machine Learning-Based Fine Classification of Agricultural Crops in the Cross-Border Basin of the Heilongjiang River between China and Russia plant species under Shevroys /Eastern Ghats conditions.Considerable variation was found in quantitative and qualitative parameters among the foliage species.The study recommends Nephrolepis cordifolia and Asparagus sprengeri as suitable liners, while, large-leaved species like Wagner Ring Dataset: A Complex Opera Scenario for Music Processing and Computational Musicology Cordyline fruticosa and Philodendron xanadu as background materials in larger arrangements, and the smaller-leaved Dracaena reflexa var.angustifolia for smaller arrangements.