4. CONCLUSION
Machine learning algorithms provide an ease for identifying patterns. If
used with precision, this tool can give incredible outputs. The plot
demonstrates an inverse relationship between lipid yield and residual
moisture content for corresponding drum temperature and speed. This
classification determines the range of residual moisture content to be
<10% (wb) for high lipid recovery with an accuracy of 97%.
Further predictions of any new data set can be done based on this
algorithm. In future, linear regression method can also be implemented
to get lipid yield value based on moisture content or may be using drum
temperature and speed.