Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @OGTREEZ: When bae fights your side hoe & wins http://t.co/tbdidTYOtt | Mixed | Abusive | User Added |
| RT @OGTREEZ: Steve found out you can't call Taiquaniesha a "stupid fuckin cunt" like you can w Becky http://t.co/3A5qGki97B | Mixed | Abusive | User Added |
| RT @OGTREEZ: Lol niggas only act nice when they think pussy is the reward. https://t.co/tH6QOq4Nep | Mixed | Abusive | User Added |
| RT @OGSITTI: side hoe: hey, this is my boyfriend me: http://t.co/On9Hex5L4t | Mixed | Abusive | User Added |
| RT @OGMarcusC: I hate stereotypes. Preconceived notions that black men are athletes or criminals.. Black women are ghetto and confined to t… | Mixed | Safe | User Added |
| RT @OGMarcusC: !!!! “@RapAboutCereal: Jay Z verse trash. http://t.co/eYb3B08BTM” | Mixed | Safe | User Added |
| RT @OGBitchh: god damn thats one manly bitch. | Mixed | Abusive | User Added |
| RT @OGBEARD: Some of y'all bitches can't even grow this on yo damn head http://t.co/lYKqlHq0wT | Mixed | Abusive | User Added |
| RT @OGBEARD: If I got $50 and my girl got $0 then I still got $50 cause that bitch should have a job. | Mixed | Abusive | User Added |
| RT @OGBEARD: And he still wont get no bitches RT "@willyroast2: Wow wtf http://t.co/h4NUr7ZzB8"" | Mixed | Abusive | User Added |
| RT @O3_Millz: Yeah he a bitch 💯💯💯😤😤 | Mixed | Abusive | User Added |
| RT @O3_Millz: Wish I could get drunk tonight.. But my hoe ass drinkin buddy sick 😒😒🙊😷 @1BookieG and the other one left 😒✈️🚀💺 @xDSmooth | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph