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 |
|---|---|---|---|
| “@DavetheBrave1: I like how @Virgilio_LLA thinks I'm talking to hoes..HELL NAH! Lol” my bad I forgot you ain't got hoes like vdawg do | Mixed | Abusive | User Added |
| “@Dat_Bitch_Jay: Omarion ol girl w/ this negative ass vibe ! I hate mamas like her 😒 hoe need to be 💥👊💥” | Mixed | Abusive | User Added |
| “@Damn_ImTall: Anybody that gets traded straight up for Brandon knight is trash @BrandonJennings”@BushALMIGHTY | Mixed | Abusive | User Added |
| “@DammitSlimm: ppl who think webbie betta then boosie jus retarded” | Mixed | Abusive | User Added |
| “@Damino96: “I’m afraid of commitment” -A hoe” | Mixed | Abusive | User Added |
| “@Da_LoveBelow @bdvg_lat @DrTruth247 yall bare hoes yall dnt care bout ??” I spent my childhood in a wild hood | Mixed | Abusive | User Added |
| “@DStacks__23: If you aint got shit goin for ya self, what bitch gone want you”❗️❗️❗️ | Mixed | Abusive | User Added |
| “@DShmee: Tom Brady slowly becoming washed?👀” Nah.. His weapons just trash | Mixed | Safe | User Added |
| “@DJ_D_RAC: Fuck driving stick, it's gay as fuck” shit pussies say | Mixed | Abusive | User Added |
| “@DJZeeti: RT @DJZeeti: Black bitches turn 60 buy a hat and act like Jesus forgot they was fucking niggas in the park” LOOOOOL | Mixed | Abusive | User Added |
| “@DIYcookery: Oreo cookies😋 http://t.co/8zcjWW56Zz”bruh 😍😛😩 | Mixed | Safe | User Added |
| “@DAMNfuckNEE I just wana eat some food. Drink some liq. Go to this party. And have a bad bitch waitin on a nigga when I return.”” | 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