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.

  • There is also little opportunity for either methodto over-fit the data here, since only the functional SNPs are presentin the analysis.

  • 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.

  • 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.


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