All the below queries were run on the 20 newsgroups dataset.
| Query | Word Graph with Cosine Ranking | BM25 Ranking | Euclidean Ranking |
|---|---|---|---|
| vote politics elections | 20news-bydate-train/talk.politics.misc/178406 | 20news-bydate-train/talk.politics.misc/178406 | 20news-bydate-train/talk.politics.misc/178299 |
| 20news-bydate-train/talk.politics.guns/54690 | 20news-bydate-train/talk.politics.mideast/75929 | 20news-bydate-train/comp.windows.x/66922 | |
| 20news-bydate-train/talk.politics.mideast/75929 | 20news-bydate-train/talk.politics.misc/177001 | 20news-bydate-train/sci.med/58809 | |
| 20news-bydate-train/rec.motorcycles/104724 | 20news-bydate-train/rec.motorcycles/104367 | 20news-bydate-train/comp.os.ms-windows.misc/9763 | |
| 20news-bydate-train/talk.politics.misc/177001 | 20news-bydate-train/talk.politics.guns/54690 | 20news-bydate-train/sci.space/61229 | |
| 20news-bydate-train/rec.motorcycles/104367 | 20news-bydate-train/rec.motorcycles/104724 | 20news-bydate-train/talk.religion.misc/84071 | |
| 20news-bydate-train/talk.politics.misc/177004 | 20news-bydate-train/talk.politics.guns/54314 | 20news-bydate-train/talk.politics.guns/54684 | |
| 20news-bydate-train/talk.politics.mideast/76532 | 20news-bydate-train/talk.politics.guns/54187 | 20news-bydate-train/talk.politics.guns/53315 | |
| 20news-bydate-train/talk.politics.misc/178505 | 20news-bydate-train/talk.politics.misc/176944 | 20news-bydate-train/talk.politics.misc/178405 | |
| 20news-bydate-train/talk.politics.guns/54187 | 20news-bydate-train/talk.politics.guns/54684 | 20news-bydate-train/talk.politics.guns/53297 |
Time taken to fetch results: 12.5340821743 seconds
| Query | Word Graph with Cosine Ranking | BM25 Ranking | Euclidean Ranking |
|---|---|---|---|
| planet satellite astronaut orbit | 20news-bydate-train/sci.space/59870 | 20news-bydate-train/sci.space/59874 | 20news-bydate-train/comp.windows.x/67064 |
| 20news-bydate-train/sci.space/59909 | 20news-bydate-train/sci.space/59905 | 20news-bydate-train/misc.forsale/76515 | |
| 20news-bydate-train/sci.space/59905 | 20news-bydate-train/sci.space/59871 | 20news-bydate-train/sci.med/59204 | |
| 20news-bydate-train/sci.space/59874 | 20news-bydate-train/sci.space/60103 | 20news-bydate-train/rec.motorcycles/104726 | |
| 20news-bydate-train/sci.space/59913 | 20news-bydate-train/sci.space/59870 | 20news-bydate-train/rec.motorcycles/104705 | |
| 20news-bydate-train/sci.space/60103 | 20news-bydate-train/sci.space/59909 | 20news-bydate-train/sci.med/58841 | |
| 20news-bydate-train/sci.space/60932 | 20news-bydate-train/sci.space/59873 | 20news-bydate-train/comp.windows.x/66966 | |
| 20news-bydate-train/sci.space/59871 | 20news-bydate-train/sci.space/61207 | 20news-bydate-train/comp.windows.x/67200 | |
| 20news-bydate-train/sci.space/59904 | 20news-bydate-train/sci.space/59850 | 20news-bydate-train/comp.sys.mac.hardware/50455 | |
| 20news-bydate-train/sci.space/60187 | 20news-bydate-train/sci.space/61155 | 20news-bydate-train/sci.space/59870 |
Time taken to fetch results: 23.7800240517 seconds
| Query | Word Graph with Cosine Ranking | BM25 Ranking | Euclidean Ranking |
|---|---|---|---|
| wheel shaft motorcycle gear | 20news-bydate-train/rec.motorcycles/104290 | 20news-bydate-train/rec.autos/102764 | 20news-bydate-train/rec.motorcycles/104582 |
| 20news-bydate-train/rec.motorcycles/104726 | 20news-bydate-train/rec.motorcycles/104637 | 20news-bydate-train/rec.motorcycles/104548 | |
| 20news-bydate-train/rec.motorcycles/104639 | 20news-bydate-train/comp.windows.x/66871 | 20news-bydate-train/rec.motorcycles/104625 | |
| 20news-bydate-train/rec.motorcycles/104536 | 20news-bydate-train/rec.motorcycles/104569 | 20news-bydate-train/rec.motorcycles/104947 | |
| 20news-bydate-train/rec.motorcycles/104387 | 20news-bydate-train/rec.autos/102770 | 20news-bydate-train/rec.autos/102770 | |
| 20news-bydate-train/rec.motorcycles/104814 | 20news-bydate-train/rec.motorcycles/104497 | 20news-bydate-train/misc.forsale/76187 | |
| 20news-bydate-train/misc.forsale/76187 | 20news-bydate-train/rec.motorcycles/104841 | 20news-bydate-train/rec.autos/102764 | |
| 20news-bydate-train/rec.motorcycles/104569 | 20news-bydate-train/rec.motorcycles/104451 | 20news-bydate-train/talk.politics.mideast/76103 | |
| 20news-bydate-train/rec.motorcycles/104841 | 20news-bydate-train/misc.forsale/76187 | 20news-bydate-train/talk.politics.misc/176936 | |
| 20news-bydate-train/rec.motorcycles/104497 | 20news-bydate-train/rec.motorcycles/104814 | 20news-bydate-train/talk.politics.mideast/76067 |
Time taken to fetch results: 13.1146659851 seconds
