Words similar to over-fit

Example sentences for: over-fit

How can you use “over-fit” in a sentence? Here are some example sentences to help you improve your vocabulary:

With standard implementations of the k-means algorithm, underestimating k will result in large clusters of many genes that display divergent gene-expression patterns, while overestimating k will over-fit the data and split groups of similarly expressed genes into multiple, small clusters.
These results show that when non-functional SNPs arepresent, the BPNN has a tendency to over-fit the data and thereforehave a higher prediction error than GPNN.
There is also little opportunity for either methodto over-fit the data here, since only the functional SNPs are presentin the analysis.
This distinctioncan be made due to the increase in power of GPNN and the fact thatGPNN does not over-fit the data much like the traditional BPNN.