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 @1BaD_dOc: I hate when people get on my bad side cause I honestly don't like to act like a bitch | Mixed | Abusive | User Added |
| 😂✋“@iSell_Pussy4EBT “@Sco_ForIt bucket RT “@iSell_Pussy4EBT: Trash “@_manlookaKeedY: All you bitches is my SONS 😈 http://t.co/LrMBWFPMaE | Mixed | Abusive | User Added |
| 😂😭💀 RT @iDO_me2: Hood hoes love Harrell football team😐 | Mixed | Abusive | User Added |
| 😂😭 RT @kiaaXO_: RT @sweetbre_xo: Lmfao "@BeingMsDaisy: WTF kinda pussy my mom think I got, buying this shit. 😒✋ http://t.co/uZvnXQFMFn" | Mixed | Abusive | User Added |
| 😂😭 I have to explore the pussy out there @Austin__321 http://t.co/GER0IPaBPA | Mixed | Abusive | User Added |
| 😂😂“@BrandonBeSlydin: My fucking god bruh, the birds from southridge are in front of my house.” | Mixed | Abusive | User Added |
| 😂😂😂RT @kwagiheath: Them 1st 48 Charlotte goon niccas gon Fkkk around and burn Bank Of America stadium down🔥 | Mixed | Hate Speech | User Added |
| 😂😂😂RT @LiViBADD88: cheap hair.. cheap dresses.. cheap shoes.. tacky ass little bitches | Mixed | Abusive | User Added |
| 😂😂😂😂RT @KfromtheG: You a hoe if ya grandma got a tattoo. | Mixed | Abusive | User Added |
| 😂😂😂😂😭😭😭😭RT @KfromtheG: Mexican bitches shaped like silly puddy! | Mixed | Abusive | User Added |
| 😂😂😂😂😂😂😂😂😂😂😂😂😂😂 RT @PushupSensei: McNair had brisket sizzlin on the grill when his side hoe laid the Uzi game down | Mixed | Abusive | User Added |
| 😂😂😂😂😂😂😂😂"@AlisaRenee: you a faggot if you eat pork chops." | 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