Research Article

An Intelligent Data Analysis for Recommendation Systems Using Machine Learning

Table 17

Comparison of accuracy metrics with related studies.

No.ReferencePrecisionRecallF-measure

1Liu et al. [2]0.560.600.59
2Hsieh et al. [6]0.020.530.01
3Zhang et al. [10]0.250.340.35
4Chang et al. [16]0.430.29ā€”
5Lin et al. [29]0.620.51ā€”
6Verma and Virk [19]0.690.670.68
7Proposed approachWith exemplary subset of dataset0.960.930.95
With complete dataset0.800.690.74