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 |
|---|---|---|---|
| @IvetteBrianna_ you better feel the love... I don't even show these hoes love lol | Mixed | Abusive | User Added |
| @IvetteBrianna_ fag | Mixed | Abusive | User Added |
| @IvetteBrianna_ I never said you was a hoe guilty consents ass girl | Mixed | Abusive | User Added |
| @IvanJ_Reyes, um no that only a fuck you bitch and done xavier will hopefully respect girls bc I am doing it alone and I don't want that | Mixed | Abusive | User Added |
| @ItsmeKyleWayne Yeaa black bitches actin like they too good for an average nigga like they just got A1 credit and pussy | Mixed | Abusive | User Added |
| @ItsYOUR_man you a fucking wigger so stfu | Mixed | Abusive | User Added |
| @ItsYOUR_man nothin much cousin touching white trash wigger wannabe bitch boy dick sucking fucking gay bitch | Mixed | Hate Speech | User Added |
| @ItsYOUR_man make me white trash cousin fucker | Mixed | Abusive | User Added |
| @ItsOnlyJess @LukeFriendyy @J_CATS_RULE she's a right twat, I'd tell you, honestly Sky! Honestly 😈🍕 | Mixed | Abusive | User Added |
| @ItsNotHarold I'll try tomorrow RT @Harold: Gonna try and eliminate the word "bitch" out of my vocabulary. I need to start bettering myself | Mixed | Abusive | User Added |
| @ItsMeKevin10 @josie618 @ThatSlutAdrian @ZaidSaracini @papigabs lmao this nigguh | Mixed | Abusive | User Added |
| @ItsMeGrizz dink now uknow thats not true | Mixed | Safe | 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