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 @BeenBasedB: “@_KudaBrazyy: Shawn Micheals & Razor Ramon both had bitches” Noone had more than Godfather though | Mixed | Abusive | User Added |
| RT @Beeetzzz: I feel bad for guys that give their girlfriends the world and the bitch still treats them like shit.. Like damn what more do … | Mixed | Abusive | User Added |
| RT @BeeMsPerfect: Why y'all ain't tell me young thug nails look better then mine ? lol fckin faggot | Mixed | Abusive | User Added |
| RT @BeauutifulNae: - don't trust no , bitch | Mixed | Abusive | User Added |
| RT @BeautysRaj: "Ariana is probably the next Beyonce" bitch if you don't back the fuck up http://t.co/g6XGmAqk52 | Mixed | Abusive | User Added |
| RT @Beautiful_Fool: Now he apologizing. Lol Fuck that hoe and her shot up pussy! | Mixed | Abusive | User Added |
| RT @BeardedNixon: Poont gotta be trash | Mixed | Safe | User Added |
| RT @BeardedGemini: “@GinaSanabria_: I have no hoes” | Mixed | Abusive | User Added |
| RT @BeardedBearsMan: @007BearDownJedi The AFL now has an American draft system #BearBrother! Couple of Yanks are on the playing lists at so… | Mixed | Safe | User Added |
| RT @Beard_KW: LMFAOOOOO RT @RealRaymondJ: Which one of y'all toothless hoes made this? 😩😂 http://t.co/q1YV6rhL0L | Mixed | Abusive | User Added |
| RT @Beaadawgg: Why do the trashiest, really ghetto girls always get the most likes and comments on insta? Boys up and down their pictures a… | Mixed | Hate Speech | User Added |
| RT @BeYouTiful_Pris: Recognize that I'm a star player & leave them hoe fans of yours alone. http://t.co/fd5Cioehgg | 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