Cache size (MB) | Average IR of SVM-DA over LFU-DA (%) | Average IR of NB-DA over LFU-DA (%) | Average IR of C4.5-DA over LFU-DA (%) | ||||||||
HR | BHR | HR | BHR | HR | BHR | ||||||
1 | 13.47 | 10.72 | 35.458 | 19.536 | 16.088 | 12.81 | |||||
2 | 13.344 | 8.266 | 25.776 | 41.184 | 15.388 | 10.694 | |||||
4 | 11.234 | 30.37 | 19.948 | 69.074 | 15.88 | 26.312 | |||||
8 | 14.85 | 5.61 | 16.9 | 21.932 | 14.916 | 8.232 | |||||
16 | 12.192 | 4.666 | 12.512 | 9.262 | 12.098 | 5.768 | |||||
32 | 11.328 | 4.514 | 9.104 | 4.558 | 10.946 | 4.912 | |||||
64 | 10.036 | 7.854 | 9.806 | 11.814 | 10.276 | 9.056 | |||||
128 | 8.328 | 6.02 | 4.358 | −1.934 | 7.712 | 2.316 | |||||
256 | 9.49 | 0.674 | 3.848 | −1.276 | 8.172 | 0.766 | |||||
512 | 8.422 | 0.732 | 2.036 | −1.158 | 7.348 | 0.45 | |||||
1024 | 6.058 | 0.308 | −0.422 | −0.436 | 5.018 | 0.102 | |||||
2048 | 5.232 | −0.034 | −0.964 | −1.084 | 3.876 | −0.552 | |||||
4096 | 2.91 | −0.108 | −3.04 | −0.894 | 1.5 | −0.19 | |||||
8192 | 1.858 | −0.474 | −2.828 | −0.498 | 0.838 | −0.286 | |||||
16,384 | 0.894 | −0.484 | −1.658 | −0.146 | 0.788 | 0.232 | |||||
32,768 | 0.706 | 0.028 | −1.148 | 0.038 | 0.61 | 0.118 | |||||