Comparison of performance

The following table gives the performance of each model according to the time taken by the Hindianalyser module (clicking on the Analyse Button) and the time taken by the Hindiengine module (clicking on the Generate Button). The input text used for the

Comparison: “mera naam piyush hai”

Model Name	Hindianalyser Performance	Hindiengine Performance
Model 1	4 seconds (Tokens in file)	70 seconds (Very inefficient)
Model 2	4 seconds (Tokens in file)	10 seconds (Increase in efficiency)
Model 3	4 seconds (Token database added)	5 seconds (Best performance)

On the basis of this performance chart it can be concluded that Model 3 is the most efficient one and this is to be used for the final implementation. Model 4 is also suggested which is an extension of this model 3 and use a hybrid approach as discussed in the last chapter.