Document Classification on Wikipedia (test)
30.24Classification ErrorDoc2VecC
Evaluation results
| Method | Links | |
|---|---|---|
| Doc2VecCrepresentation size (h)=10002017.07 | 30.24 | |
| Doc2VecCrepresentation size (h)=5002017.07 | 30.43 | |
| Doc2VecCrepresentation size (h)=2002017.07 | 30.84 | |
| DBArepresentation size (h)=5002017.07 | 31.1 | |
| DBArepresentation size (h)=10002017.07 | 31.13 | |
| DBArepresentation size (h)=2002017.07 | 31.36 | |
| Word2Vec + AVGrepresentation size (h)=10002017.07 | 31.78 | |
| Doc2VecCrepresentation size (h)=1002017.07 | 31.92 | |
| Word2Vec + AVGrepresentation size (h)=5002017.07 | 32.02 | |
| Word2Vec + IDFrepresentation size (h)=10002017.07 | 32.06 | |
| Word2Vec + IDFrepresentation size (h)=5002017.07 | 32.13 | |
| DBArepresentation size (h)=1002017.07 | 32.3 | |
| Word2Vec + AVGrepresentation size (h)=2002017.07 | 32.46 | |
| Word2Vec + IDFrepresentation size (h)=2002017.07 | 32.48 | |
| ParagraphVectorsrepresentation size (h)=10002017.07 | 33.02 | |
| Word2Vec + IDFrepresentation size (h)=1002017.07 | 33.16 | |
| Word2Vec + AVGrepresentation size (h)=1002017.07 | 33.2 | |
| ParagraphVectorsrepresentation size (h)=5002017.07 | 33.93 | |
| ParagraphVectorsrepresentation size (h)=2002017.07 | 34.92 | |
| ParagraphVectorsrepresentation size (h)=1002017.07 | 35.78 | |
| BOWrepresentation size (h)=1002017.07 | 36.03 | |
| BOWrepresentation size (h)=2002017.07 | 36.03 | |
| BOWrepresentation size (h)=5002017.07 | 36.03 | |
| BOWrepresentation size (h)=10002017.07 | 36.03 |