Datasets:
Alvant
commited on
Commit
·
bb097b6
1
Parent(s):
e441f87
add hf info, englishize description
Browse files
README.md
CHANGED
@@ -1,19 +1,37 @@
|
|
1 |
---
|
|
|
|
|
|
|
|
|
2 |
license: other
|
3 |
license_name: topicnet
|
4 |
license_link: >-
|
5 |
https://github.com/machine-intelligence-laboratory/TopicNet/blob/master/LICENSE.txt
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
6 |
---
|
7 |
|
8 |
|
9 |
# 20 Newsgroups
|
10 |
|
11 |
-
|
12 |
|
13 |
-
* D —
|
14 |
-
*
|
15 |
-
*
|
16 |
-
*
|
17 |
|
18 |
|
19 |
| | D | @lemmatized W | @lemmatized len D | @lemmatized len D uniq | @bigram W | @bigram len D | @bigram len D uniq |
|
@@ -21,7 +39,7 @@ license_link: >-
|
|
21 |
| value | 11301 | 1.0614e+06 | 93.9204 | 60.5687 | 213701 | 18.9099 | 15.0068 |
|
22 |
|
23 |
|
24 |
-
|
25 |
|
26 |
|
27 |
| | len_total@lemmatized | len_total@bigram | len_uniq@lemmatized | len_uniq@bigram |
|
@@ -35,5 +53,4 @@ license_link: >-
|
|
35 |
| max | 6497 | 1528 | 1875 | 831 |
|
36 |
|
37 |
|
38 |
-
|
39 |
-
**Метаданные:** есть метки классов (20 штук)
|
|
|
1 |
---
|
2 |
+
language:
|
3 |
+
- en
|
4 |
+
multilinguality:
|
5 |
+
- monolingual
|
6 |
license: other
|
7 |
license_name: topicnet
|
8 |
license_link: >-
|
9 |
https://github.com/machine-intelligence-laboratory/TopicNet/blob/master/LICENSE.txt
|
10 |
+
task_categories:
|
11 |
+
- text-classification
|
12 |
+
task_ids:
|
13 |
+
- topic-classification
|
14 |
+
- multi-class-classification
|
15 |
+
- multi-label-classification
|
16 |
+
tags:
|
17 |
+
- topic-modeling
|
18 |
+
- topic-modelling
|
19 |
+
- text-clustering
|
20 |
+
- multimodal-data
|
21 |
+
- multimodal-learning
|
22 |
+
- modalities
|
23 |
+
- document-representation
|
24 |
---
|
25 |
|
26 |
|
27 |
# 20 Newsgroups
|
28 |
|
29 |
+
Some measurable characteristics of the dataset:
|
30 |
|
31 |
+
* D — number of documents
|
32 |
+
* <modality name> W — modality dictionary size (number of unique tokens)
|
33 |
+
* <modality name> len D — average document length in modality tokens (number of tokens)
|
34 |
+
* <modality name> len D uniq — average document length in unique modality tokens (number of unique tokens)
|
35 |
|
36 |
|
37 |
| | D | @lemmatized W | @lemmatized len D | @lemmatized len D uniq | @bigram W | @bigram len D | @bigram len D uniq |
|
|
|
39 |
| value | 11301 | 1.0614e+06 | 93.9204 | 60.5687 | 213701 | 18.9099 | 15.0068 |
|
40 |
|
41 |
|
42 |
+
Information about document lengths in modality tokens:
|
43 |
|
44 |
|
45 |
| | len_total@lemmatized | len_total@bigram | len_uniq@lemmatized | len_uniq@bigram |
|
|
|
53 |
| max | 6497 | 1528 | 1875 | 831 |
|
54 |
|
55 |
|
56 |
+
**Metadata**: known class labels (20 classes).
|
|