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 @NoWomanIsRight: Females say "have a seat faggot" & they feel like they put a bullet in yo head | Mixed | Abusive | User Added |
| RT @NoMeek_JustMilz: I honestly hate women who bitch & complain about a nigga playing video games when he still makes time for yall...them … | Mixed | Abusive | User Added |
| RT @NoLovee_Lost: Bend ha over pull ha hair eat her pussy lick her ass | Mixed | Abusive | User Added |
| RT @NoHoesNextDoor: When you make a beat with a pencil in class and the teacher says "keep making that trash ass beat and I'll fail you" ht… | Mixed | Abusive | User Added |
| RT @NoHoesNextDoor: Mimi so proud to be a hoe | Mixed | Abusive | User Added |
| RT @NoHoesNextDoor: If you claim Macklemore is your favorite rapper I'm also assuming you watch the WNBA on your free time faggot | Mixed | Hate Speech | User Added |
| RT @NoHoesNextDoor: "Tyrone I didn't mean to throw your mixtape in the trash c'mon fam" http://t.co/RWWVzJuUZK | Mixed | Safe | User Added |
| RT @NoContextAds: Tired of little bitches messing with your plants? Get your own Gangster Gladys http://t.co/LQbU0JG3br | Mixed | Abusive | User Added |
| RT @NoChillScottyD: Y'all fat bitches with small titties look like Teddy Grahams. | Mixed | Abusive | User Added |
| RT @NoChillPaz: When a bitch says you're broke http://t.co/yFsL9rNK0j | Mixed | Abusive | User Added |
| RT @NoChillPaz: The only girls that care about being a guys WCW are hoes | Mixed | Abusive | User Added |
| RT @NoChillPaz: That bitch is dirty http://t.co/gWvAnyKzoo | 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