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 @iDavey: Also. RT "@ParadoxicalMike: I know one ho in particular who loves pointing out that everyone else is a ho. Lol" | Mixed | Abusive | User Added |
| RT @iCumYouLeave: If he asks, "what you about to do?" after y'all get done fucking, you a hoe. | Mixed | Abusive | User Added |
| RT @iCumYouLeave: Every girl sucks dick. Don't let that bitch fool you. | Mixed | Abusive | User Added |
| RT @iCumNpeace: Niggas talk more than bitches these days... | Mixed | Abusive | User Added |
| RT @iCuffHoodrats: My next bitch gotta take me out just because.... | Mixed | Abusive | User Added |
| RT @iCARLEYBBY: “@LexLuthorDaKing: Some* RT @iCARLEYBBY: Niggas be so pressed for pussy” my bad yes some! | Mixed | Abusive | User Added |
| RT @iBeZo: Stupid fucking nigger LeBron. You flopping stupid jungle bunny monkey faggot. | Mixed | Hate Speech | User Added |
| RT @iBaneXx: @ShinSnipes Thanks for being black, in darth, and now 17 years old you kinky hentai son of a bitch | Mixed | Abusive | User Added |
| RT @iBYEpassDesHOES: Why do hoes always want to come bacc when they didn't have to leave in the first place? | Mixed | Abusive | User Added |
| RT @iBChrisMoses: that bitch Lebron counted to like 6 he ain’t eem give Miami 6 yrs 😂😂😂 | Mixed | Abusive | User Added |
| RT @iAm_Sashaa: get with the winning team hoe 😋 | Mixed | Abusive | User Added |
| RT @iAm_Sashaa: @1stBlocJeremiah corny ass hoes always got my name in they mouth. | 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