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 @_BredDIFFERENT: They on a bitch , yeah they want a bitch | Mixed | Abusive | User Added |
| RT @_BredDIFFERENT: Niggas will fuck yah good , eat ya pussy then go home to they bitch like ain't shit happen 😩😒 | Mixed | Abusive | User Added |
| RT @_BmoreMartyr: "@WB_Pooh_3x: What the fuck was wrong with me? Thinking I can wife this hoe.😂"👐😨😄 | Mixed | Abusive | User Added |
| RT @_BlessedAle: You stupid lil ass bitch I ain't fuckin with chuuu. | Mixed | Abusive | User Added |
| RT @_Becool4: “@Lil_swahh: The face you make before you tell a bitch about herself http://t.co/Jvm1k8togx”<< I make dat face too much | Mixed | Abusive | User Added |
| RT @_BeautifulKeezy: ion be understanding how all you hoes drop yall nuts at once but when a bitch on your ass you can't hear a mouse piss … | Mixed | Abusive | User Added |
| RT @_BeautifulKeezy: hoe bang this big | | and she got nerves to think she better then us , bitches have no chill 😴 | Mixed | Abusive | User Added |
| RT @_BeautifulKeezy: “@sofpizzie_: These hoes gonna be stunting in Florida with the pussy🙊😤😤”😂😂😂😂😂💀👐 | Mixed | Abusive | User Added |
| RT @_BeautifulKeezy: “@100046729: You been the side hoe 😂😂😂💀💀👊”omg 😂😂😂😂💸 | Mixed | Abusive | User Added |
| RT @_BeautifulKeezy: “@100046729: Small ass pants 😂”bitch 😂😂😂 | Mixed | Abusive | User Added |
| RT @_BeautifulKeezy: “@100046729: @_BeautifulKeezy lmfao bitch was I talking to you 😂😂”but I'm talking to you in my bubba voice 😂😂😂💀 | Mixed | Abusive | User Added |
| RT @_BeautifulKeezy: “@100046729: “@_BeautifulKeezy: where tf lyssa toilet mouth ass ? 👀😒” wassup”you be twatching hoe 😂😂 | 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