Table 9.
Test set | Lucene | RI-Word | RI-Note | RI-ICD | RI-Index | W2V | W2V-ICD | Average | Rank |
---|---|---|---|---|---|---|---|---|---|
IR model | |||||||||
Lucene | 0.084 | 0.046 | 0.041 | 0.050 | 0.030 | 0.062 | 0.071 | 0.055 | 4 |
RI-Word | 0.041 | 0.049 | 0.029 | 0.036 | 0.016 | 0.048 | 0.051 | 0.039 | 7 |
RI-Note | 0.048 | 0.041 | 0.063 | 0.061 | 0.024 | 0.050 | 0.074 | 0.052 | 5 |
RI-ICD | 0.059 | 0.036 | 0.054 | 0.149 | 0.033 | 0.058 | 0.124 | 0.073 | 2 |
RI-Index | 0.063 | 0.033 | 0.044 | 0.048 | 0.043 | 0.052 | 0.065 | 0.050 | 6 |
W2V | 0.075 | 0.051 | 0.052 | 0.079 | 0.035 | 0.094 | 0.106 | 0.070 | 3 |
W2V-ICD | 0.089 | 0.053 | 0.070 | 0.150 | 0.046 | 0.094 | 0.187 | 0.098 | 1 |
This table also illustrates the general approach to how the average scores are calculated for the results graphs for Experiment 2.