The classifier is employed for classifying seven different types of knots, including leaf knot, encased knot, dry knot, edge knot, horn knot, sound knot and decayed knot.
The chosen knot types; as Leaf Knot, Encased Knot, Dry Knot, Edge Knot, Horn Knot, Sound Knot and Decayed Knot. Dataset consists of labelled image of knot's each class.
Most of the decayed knots are located in the second middle logs and top logs.
The second middle logs had many decayed knots, as did the top logs.
Other important reasons for reduction in sawn timber grade were number of green knots, size of red knots, number of black knots, and number of decayed knots.
Decayed knots decrease the value more than green knots do.
After the top diameter of a log, the most significant predictor is the number of decayed knots at the section from the base to 0.5 m.
Decayed knots are very strongly concentrated in the second middle logs and the top logs, possibly due to damage caused by the weight of snow or harvesting.