Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
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Chibemba
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Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @TheeJenBunny: Oh you missed bitch- bitxhes who got socked in the face | Mixed | Abusive | User Added |
| RT @TheeJenBunny: Oh you didn't hit me boo boo - bitches who got hit in the jaw | Mixed | Abusive | User Added |
| RT @TheeGreekGod: Soulja boy trash now but I'm not gonna act like I never cranked that superman. | Mixed | Safe | User Added |
| RT @TheeGreekGod: Girl: I know you got hoes Me: http://t.co/qNa9ogveWW | Mixed | Abusive | User Added |
| RT @The_Searcy: Happy cunt bags👌 | Mixed | Abusive | User Added |
| RT @The_Race_Draft: Obama ain't playin with these hoes... http://t.co/b6Opj6D25y | Mixed | Abusive | User Added |
| RT @The_Paradox: FAGGOT RT @80sbaby4life: I was in the club and there was this good lookin bitch. ..she had gold teeth tho. I was confused … | Mixed | Abusive | User Added |
| RT @The_HelenKeller: baddest blind bitch | Mixed | Abusive | User Added |
| RT @The_April_Fool: Fucking with them hoes! “@Marc_withdaC: “@CamBlunt: my nigga waka i hate it had to be him http://t.co/E12YlM2yVa” man t… | Mixed | Abusive | User Added |
| RT @TheXbone: Twitch Plays Call of Duty. Enter trash talk in the chat, the auto-aim will do the rest | Mixed | Safe | User Added |
| RT @TheWoundGod: Son. Lmao. RT @ChefWaites: I’m gonna Cry every time RT @WackProducer: No bitches http://t.co/JEIHGDwLai | Mixed | Abusive | User Added |
| RT @TheVoiceOfMiami: When you start liking a hoe you don't really like because she gives you the pussy on a consistent basis... | 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