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 @RubyFakhoury: We out dis bitch 🙌 http://t.co/Vb8C2Pjnvi | Mixed | Abusive | User Added |
| RT @RubinReport: You can mock Michelle Obama's #TurnipForWhat video, but the turnip is now third in line of succession for president. https… | Mixed | Safe | User Added |
| RT @Rubberbandits: Yanks have a cocktail called an "Irish car bomb", but if you stuck two flakes in an ice cream cone and called it a 9/11 … | Mixed | Safe | User Added |
| RT @RuNeshaShamia: Drunk inlove with my gun bae bitch Beyoncé 😈😏 | Mixed | Abusive | User Added |
| RT @Royals: #Royals win!! KC with a 2-0 blanking of the Yankees to take the series in the Bronx! #BeRoyalKC | Mixed | Safe | User Added |
| RT @Roulettista: Mertesacker saying "give him the ghetto fist" is still goat | Mixed | Safe | User Added |
| RT @RosieZaya1: Ur fucking white trash | Mixed | Hate Speech | User Added |
| RT @Ronesha__: When I feel like he entertaining these hoes I just fall back even harder than before 💯 | Mixed | Abusive | User Added |
| RT @RonTheAnchorman: a girl tweeted "you might be ghetto if u bring food from outside into the movies" no u might be stupid if u pay 4.99 … | Mixed | Abusive | User Added |
| RT @RonONealDC: Lmaooooooo RT @basedamERICan: "Ayo take this pic for me fam" "You think the bitches gon fuck with this pic?" http://t.co/k… | Mixed | Abusive | User Added |
| RT @RomerioHall: “@1inkkofrosess: I'm in this bitch 😳😳😳😳 like a mf 😂😂😂😂✌️🍃👐💨” | Mixed | Abusive | User Added |
| RT @RollyPolly1x: This bitch quit after an hour of working here wtf 😂 | 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