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 |
|---|---|---|---|
| “@SAVINGNOHOES: When she ask how imma eat her pussy https://t.co/6wVjrC3m1Q”💀 | Mixed | Abusive | User Added |
| “@SALUTEmyRainbow: “@thatkiduriah: bitches be like, messy bun. http://t.co/JfFXnwV1DI”😂😂😂😂😂😂😂😂😂😂😂” 👈👈👈😩😂😂😩👏😭 | Mixed | Abusive | User Added |
| “@SAADTHESAV: bitches saying ray rice got what he deserved but just a month ago wanted this man free 🐸☕️ http://t.co/VFN1iS7Wx3”smh😂😂😂 | Mixed | Abusive | User Added |
| “@RylannWilliams: If she buys you a tattoo, wife that girl😉😜😏” 😂 this bitch | Mixed | Abusive | User Added |
| “@RylannWilliams: @Woodchuck20 @ravenkiann Hahahaha do it bitch! Make her fall in love ❤❤❤❤❤❤❤” should I? 😂 | Mixed | Abusive | User Added |
| “@RyeOrDie: Niggas want pussy. I ain't giving any out. Here is where lies our dilemma.” That's cool | Mixed | Abusive | User Added |
| “@Runyacheckup: “@Shane_A1: A Bitch Couldn't pay me to get dem pregnant again 🙌”😂😂😂😂😂”fr fam ion see how niccas out here poppin kids out | Mixed | Abusive | User Added |
| “@RudePost: A new breed of white girl... https://t.co/0Zsu3zQiXD” she slammed that bitch 😏😂 | Mixed | Abusive | User Added |
| “@RudeNation21: When girls take my snap backs and beanies lol💩 that's 35 dollars a hat and 40 for the AX beanieS 😒”I don't let them take it | Mixed | Safe | User Added |
| “@RudeBoi_Drew: I'm finna eat some pussy” lmao | Mixed | Abusive | User Added |
| “@RspectMy_Pretty: If a bitch comes for me I hope she bout all that slick shit she yapping about 👀” Thuggin | Mixed | Abusive | User Added |
| “@RonStackin: i got money , guns , gold , bitches nd stacks nigga fuck this net beef have my shooters get at niggas” a Bring dat Friday den | 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