19 Based on the given dataset and using KNN classification (where k=4, and Manhattan distance is considered), the predicted class label for the following sample is: ?* (3 Points) Grain Hardness Class Small Hard Oak Hard Oak Large Small Soft Oak Density Light Heavy Heavy Heavy Light Light Heavy Light Small Soft Oak Large Hard Pine Small Soft Pine Soft Pine Large Large Hard Pine Pine Oak or Pine All options are not correct O Oak