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 |
|---|---|---|---|
| Hoes ain't wana fuck a nigga back then you but all the bitches wana fuck a nigga now | Mixed | Abusive | User Added |
| Hoe bitches act up i turn chris breezy | Mixed | Abusive | User Added |
| Hmu talmbout match but when I pull up its 30 other niccas wit ya 😒 | Mixed | Safe | User Added |
| Hmm.. Ass all chunky, brain is insanity. | Mixed | Abusive | User Added |
| Hmm RT @IceJJFish: Every bitch i fucked wit is a hoe never met a real female in my life | Mixed | Abusive | User Added |
| Hitting women is wrong morally but bitches get raped, kidknapped.beat up, an sold to be sex slaves, when they gonna end that? | Mixed | Abusive | User Added |
| Hittin licks, what you get outta that? You & yo boys is some pussy cats!!! | Mixed | Abusive | User Added |
| Hitler didn't finish it. Can u. If a nigger ur Jew confronts u in the street what then. | Mixed | Hate Speech | User Added |
| Hit my car with another rock and I'll be all over your ass in no time bitch. | Mixed | Abusive | User Added |
| Hit me with plans mah nigs | Mixed | Abusive | User Added |
| Hit me up with plans nigs | Mixed | Abusive | User Added |
| Hit it and pass it until that pussy elastic | 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