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 @apablo29: “@WesOrrJames: If you posted a thunder buddy status yesterday slap yourself”😂your a basic bitch* | Mixed | Abusive | User Added |
| RT @antoinetteA: Coming up at 5:15a: Charlie Baker's campaign admits he may have been wrong about the emotional fisherman story from this w… | Mixed | Safe | User Added |
| RT @antijokeapple: "mom i’ve had it. i’m dropping out" "excuse me" "i’m done with fake bitches. the hw. all of it. done" "ur in 2nd grad… | Mixed | Abusive | User Added |
| RT @anticvlum: Lol I'm litetally just a walking trash can | Mixed | Safe | User Added |
| RT @anticvlum: @NoneShallPass97 trash eating trash | Mixed | Hate Speech | User Added |
| RT @anthonycampos23: Lebron your still a bitch you suck nigger hope you die | Mixed | Hate Speech | User Added |
| RT @antglizzygg: Tell your bitch that I'm that nigga now | Mixed | Abusive | User Added |
| RT @antglizzygg: Ain't Talk 2 My Mova N A Week First Thing She Say Is Where Shy An Benny 😂 | Mixed | Safe | User Added |
| RT @annamarixae: @WhereYoHussleAt YESSSS bitch💦😍💓 | Mixed | Abusive | User Added |
| RT @anitaphilmar: Fairy Fun - Losing her wings doesn't mean there aren't other ways to fly? #asmsg, #erotica #shortstory http://t.co/t6LuM… | Mixed | Safe | User Added |
| RT @anilkohli54: @mediacrooks so the ball did roll down the slope & found a natural spot @madhutrehan defending brother & the scumbag @sard… | Mixed | Safe | User Added |
| RT @anibeeezy: all these damn bitches on my phone line | 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