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The disadvantages of specifying parameter assignments using defparam are:
- Parameter is essentially specified by the scope of hierarchies underneath which it exists. If a particular module gets ungrouped in its hierarchy, [sometimes necessary during synthesis], then scope to specify the parameter is lost and is unspecified.
- For instance, if a module is instantiated in a simulation testbench and its internal parameters are then overridden using hierarchical defparam constructs (For instance, defparam U1.U_fifo.width = 32;). Afterwards, when this module is synthesized, internal hierarchy within U1 may no longer exist in gate-level netlist, relying upon synthesis strategy chosen. Hence post-synthesis simulation would fail on the hierarchical defparam override.
Given a dataset with 1000 rows and 25 predictors labeled x1, x2, ...,x25 to classify into two classes {a, b}. Consider the small random forest with 3 trees and one split in each tr
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