This research tries to study the experimental investigation on thermal conductivity of Melina and wall nut woods using linear regression approach .From the thermal conductivity investigation of woods by linear regression approach , test results show that the values of thermal conductivity for Melina wood falls in the range of K between 0.002w/mk-1 to 0.007w/mk-1 which is on the low side and the wall nut between 0.0001w/mk-1 to 0.041w/mk-1 which is on the high side .It therefore depicts that Melina has a better thermal conductivity than wall nut since thermal conductivity of it (Melina) agrees with the literature that thermal conductivity is better with lower values of K.
Keywords: Linear Regression, Modified Lee Disc, Thermal Conductivity