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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @quecaine: white bitches love cocaine | Mixed | Abusive | User Added |
| RT @que: I know u dawg hoes bck in style | Mixed | Abusive | User Added |
| RT @pumpkinheaddd: 😒 why these hoes acting like they not getting fucked & sucking dick 👐 but I ain't saying nothing 😈 | Mixed | Abusive | User Added |
| RT @pterosaur: Is Nick Jonas a hoe for squeezing his dick? Is Nick Jonas gonna have leaked nudes? Is Nick Jonas less of a role model? | Mixed | Abusive | User Added |
| RT @psjohnson23: The problem with retard liberals is they think Supply & Demand means "Supply me with everything I Demand." #VotingMatters | Mixed | Abusive | User Added |
| RT @proofgelato: Sweet treat at lunch today - raspberry gelato, gin+juice sorbet & brownie gelato! #GelatoCart Thursday - can't wait ... | Mixed | Safe | User Added |
| RT @prolongshop: #LED #Christmas #decor Lights 10m 33ft 100 LED #Fairy string #Light for Outdoor/Indoor, http://t.co/2ew0jjhB6n | Mixed | Safe | User Added |
| RT @pro_failure: My favorite childhood memory was when my mom found my stash of 30 Xanax then was slightly less of a bitch for exactly one … | Mixed | Abusive | User Added |
| RT @pringlezXII: Dont message me your number and tell me to text you.... I'm not your bitch lol | Mixed | Abusive | User Added |
| RT @prime3_time: @Woodchuck20 you about to get all the hoes now lol | Mixed | Abusive | User Added |
| RT @prime13_time: Words from jac.. You can't save every hoe.. You got to let them hurt. | Mixed | Abusive | User Added |
| RT @prettytreazure: @DetroitPlayer @1stName_Bravo hey don't call him a bitch 👊 | 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