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 @CaciTeamorDie: I don't wanna be a hoe 😥 | Mixed | Abusive | User Added |
| RT @CaNdY_n_VoDkA: -You hoes ain't leaving a ain't shit nigga bc he's YO ain't shit nigga n you don't want the other hoe to win. | Mixed | Abusive | User Added |
| RT @CaNdY_n_VoDkA: -Not every nigga is pressed for pussy.......specially yours. | Mixed | Abusive | User Added |
| RT @CaLvii: @troncat1003 theyre afraid of being a bitch in person | Mixed | Abusive | User Added |
| RT @C_da_Esquire: Who tweeting with last night pussy/ass or dick on they breath this morning? | Mixed | Abusive | User Added |
| RT @C_Pritchett_: “@1BookieG: Money can't buy you love so I don't pay for no pussy” | Mixed | Abusive | User Added |
| RT @C_Phil_13: Man... I was trying to eat 😫 "@kylegotjokes: "Nigga you said it was bitches out here, I showed up for nothin!" http://t.co/u… | Mixed | Hate Speech | User Added |
| RT @CP24: Reports say female victim was shot while waiting for an Oreo McFlurry | Mixed | Safe | User Added |
| RT @COD_PR0BS: Me: "Yeah I think I'll get off early tonight and get a good nights rest. 4:00am: "Not tonight bitch, not tonight." | Mixed | Abusive | User Added |
| RT @CNNMoney: Breathe easy: Twinkies due back on shelves by summer http://t.co/pFLaTel2Sx | Mixed | Safe | User Added |
| RT @CMPunk: @brandonspears because he was a cunt, Brandon. Don't be a cunt. | Mixed | Abusive | User Added |
| RT @CHlLDHOODRUINER: who else hated this bitch nigga ?? http://t.co/8jwGmV4Yet | Mixed | Hate Speech | 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