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 @lamarXO: man these hoes so familiar, one minute on the team next minute they ain't with ya. | Mixed | Abusive | User Added |
| RT @lamLilDurk: Black girls hoes cause they fuck niggas for money revenge and dumb shit like that | Mixed | Abusive | User Added |
| RT @laken_heavner: What I really want is some brownies from H&R, iced latte, my boy, and a blanket w/ movies. That sounds prettttttty amazi… | Mixed | Safe | User Added |
| RT @laken_heavner: I'm such a bitch, I'm hard to handle, I'm stubborn, and I have an attitude. Sorry to the people who put up with it 🙆 | Mixed | Abusive | User Added |
| RT @lachlan: So who wants to tell the Washington Post that Charlie Crist is a Democrat? http://t.co/LGzzYusEKZ http://t.co/2jCVv7qxqf | Mixed | Safe | User Added |
| RT @laceeybugg: @hedge_brandon you're such a queer  | Mixed | Abusive | User Added |
| RT @kylerea03: When your at the pharmacist and they tell you your medicine will be ready in 15 mins.... Wtf bitch it's been 30... #stillwai… | Mixed | Abusive | User Added |
| RT @kylegotjokes: Me when your bitch favorites my tweets http://t.co/MaOkZqlAOs | Mixed | Abusive | User Added |
| RT @kyle_park: "You've got to have smelt a lot of manure before you can sing like a hillbilly." #HankWilliams http://t.co/XKwON1L0nB | Mixed | Safe | User Added |
| RT @kyanne_smith: @rahshauna. You arent a bitch. | Mixed | Abusive | User Added |
| RT @kxyIx: Females love stealing someone's boyfriend , that's not cute y'all hoes need some morals & life goals | Mixed | Abusive | User Added |
| RT @kxngtae: niggas will cheat on a girl then stalk her and call her a hoe for moving on. talking bout she gave up too quick | 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