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 @iDntWearCondoms: Your girl swear u cheating until u fuck a bitch for real then it's "OMG how could u?!" | Mixed | Abusive | User Added |
| RT @iDntWearCondoms: Y'all bitches got to stop pushing away the niggas who really care about y'all for these niggas who don't give a fuck | Mixed | Abusive | User Added |
| RT @iDntWearCondoms: Women who need to be put in their place are trash. You are a human not a pet bitch relax | Mixed | Abusive | User Added |
| RT @iDntWearCondoms: U a hoe if you have children and you're still awake | Mixed | Abusive | User Added |
| RT @iDntWearCondoms: U a faggot if u heat up leftover pizza | Mixed | Abusive | User Added |
| RT @iDntWearCondoms: Stop wasting texts on bitches who ain't tryna fuck u | Mixed | Abusive | User Added |
| RT @iDntWearCondoms: Stop stalkin your girl social media u bitch ass nigga | Mixed | Hate Speech | User Added |
| RT @iDntWearCondoms: Stop respecting women who admit to having a hoe phase | Mixed | Abusive | User Added |
| RT @iDntWearCondoms: RT if u lost all your bitches | Mixed | Abusive | User Added |
| RT @iDntWearCondoms: RT if no bitches texting u right now | Mixed | Abusive | User Added |
| RT @iDntWearCondoms: Men only cheat for pussy. Women cheat cuz they think they have 2 soulmates | Mixed | Abusive | User Added |
| RT @iDntWearCondoms: If your girl see that another girl likes you, her name is "this bitch" until further notice. | 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