MostPop
The results of MostPop on the 6 datasets (i.e., ML-1M, LastFM, Book-X, Epinions, Yelp, AMZe) under 10-filter view w.r.t time-aware leave-one-out (tloo) are listed below.
ML-1M
The results on ML-1M dataset under 10-filter setting are listed below.
10-filter
metric@K |
1 |
5 |
10 |
20 |
30 |
50 |
|---|---|---|---|---|---|---|
pre |
0.0076 |
0.0048 |
0.0044 |
0.0037 |
0.0033 |
0.0027 |
rec |
0.0076 |
0.0239 |
0.0437 |
0.0745 |
0.0982 |
0.1375 |
hr |
0.0076 |
0.0239 |
0.0437 |
0.0745 |
0.0982 |
0.1375 |
map |
0.0076 |
0.0026 |
0.0016 |
0.0009 |
0.0006 |
0.0004 |
mrr |
0.0076 |
0.0129 |
0.0156 |
0.0175 |
0.0185 |
0.0195 |
ndcg |
0.0076 |
0.0156 |
0.0220 |
0.0296 |
0.0347 |
0.0420 |
LastFM
The results on LastFM dataset under 10-filter setting are listed below.
10-filter
metric@K |
1 |
5 |
10 |
20 |
30 |
50 |
|---|---|---|---|---|---|---|
pre |
0.0220 |
0.0121 |
0.0089 |
0.0065 |
0.0056 |
0.0046 |
rec |
0.0220 |
0.0605 |
0.0889 |
0.1302 |
0.1693 |
0.2282 |
hr |
0.0220 |
0.0605 |
0.0889 |
0.1302 |
0.1693 |
0.2282 |
map |
0.0220 |
0.0069 |
0.0038 |
0.0021 |
0.0014 |
0.0009 |
mrr |
0.0220 |
0.0346 |
0.0383 |
0.0412 |
0.0428 |
0.0443 |
ndcg |
0.0220 |
0.0410 |
0.0501 |
0.0606 |
0.0689 |
0.0799 |
Book-X
The results on Book-X dataset under 10-filter setting are listed below.
10-filter
metric@K |
1 |
5 |
10 |
20 |
30 |
50 |
|---|---|---|---|---|---|---|
pre |
0.0084 |
0.0032 |
0.0021 |
0.0016 |
0.0013 |
0.0011 |
rec |
0.0084 |
0.0161 |
0.0214 |
0.0313 |
0.0396 |
0.0536 |
hr |
0.0084 |
0.0161 |
0.0214 |
0.0313 |
0.0396 |
0.0536 |
map |
0.0084 |
0.0022 |
0.0012 |
0.0006 |
0.0004 |
0.0003 |
mrr |
0.0084 |
0.0111 |
0.0118 |
0.0124 |
0.0128 |
0.0131 |
ndcg |
0.0084 |
0.0123 |
0.0140 |
0.0165 |
0.0183 |
0.0209 |
Epinions
The results on Epinions dataset under 10-filter setting are listed below.
10-filter
metric@K |
1 |
5 |
10 |
20 |
30 |
50 |
|---|---|---|---|---|---|---|
pre |
0.0018 |
0.0016 |
0.0011 |
0.0008 |
0.0007 |
0.0006 |
rec |
0.0018 |
0.0081 |
0.0107 |
0.0169 |
0.0224 |
0.0314 |
hr |
0.0018 |
0.0081 |
0.0107 |
0.0169 |
0.0224 |
0.0314 |
map |
0.0018 |
0.0008 |
0.0004 |
0.0002 |
0.0002 |
0.0001 |
mrr |
0.0018 |
0.0038 |
0.0042 |
0.0046 |
0.0048 |
0.0050 |
ndcg |
0.0018 |
0.0049 |
0.0057 |
0.0073 |
0.0084 |
0.0101 |
Yelp
The results on Yelp dataset under 10-filter setting are listed below.
10-filter
metric@K |
1 |
5 |
10 |
20 |
30 |
50 |
|---|---|---|---|---|---|---|
pre |
0.0011 |
0.0010 |
0.0007 |
0.0006 |
0.0005 |
0.0005 |
rec |
0.0011 |
0.0048 |
0.0074 |
0.0125 |
0.0163 |
0.0233 |
hr |
0.0011 |
0.0048 |
0.0074 |
0.0125 |
0.0163 |
0.0233 |
map |
0.0011 |
0.0005 |
0.0003 |
0.0002 |
0.0001 |
0.0001 |
mrr |
0.0011 |
0.0024 |
0.0027 |
0.0031 |
0.0032 |
0.0034 |
ndcg |
0.0011 |
0.0030 |
0.0038 |
0.0051 |
0.0059 |
0.0072 |
AMZe
The results on AMZe dataset under 10-filter setting are listed below.
10-filter
metric@K |
1 |
5 |
10 |
20 |
30 |
50 |
|---|---|---|---|---|---|---|
pre |
0.0045 |
0.0028 |
0.0023 |
0.0017 |
0.0014 |
0.0011 |
rec |
0.0045 |
0.0141 |
0.0230 |
0.0347 |
0.0420 |
0.0557 |
hr |
0.0045 |
0.0141 |
0.0230 |
0.0347 |
0.0420 |
0.0557 |
map |
0.0045 |
0.0015 |
0.0009 |
0.0005 |
0.0003 |
0.0002 |
mrr |
0.0045 |
0.0077 |
0.0088 |
0.0096 |
0.0099 |
0.0103 |
ndcg |
0.0045 |
0.0093 |
0.0121 |
0.0150 |
0.0166 |
0.0192 |