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 @liyyy_: yall females really be cool with cuffin hoe ass niggas 😂 nope. couldn't be me. | Mixed | Abusive | User Added |
| RT @livcost: my friends are all dumb hoes who i dont even like http://t.co/AyZQp6k3aE | Mixed | Abusive | User Added |
| RT @littlemspaige_: All my bitches bigger than me they where sizes 9-11😂😂😂 so I can't fit they shit I'd looked dumb af | Mixed | Abusive | User Added |
| RT @littlechelleeee: hos will literally do ANYTHING to say they got a nigga dawg 😂😂 | Mixed | Abusive | User Added |
| RT @littlecball: You're jealous bitch | Mixed | Abusive | User Added |
| RT @lirryfeelsugh: I've always wanted to do a YouTube cover but I'm too pussy so umm okay how about this ._. 35 RTS and I will post a cover… | Mixed | Abusive | User Added |
| RT @linnyitssn: No teabaggers, 9/11 is not about Benghazi, it's about those planes and those towers. Stop watching Fox News. | Mixed | Safe | User Added |
| RT @linaa_eddz: "@kxngnandi: And I'm not stuck up. You niggas just love assuming bitches want yall when we just being nice 😒✋" 🙌 | Mixed | Abusive | User Added |
| RT @lilywalshh: Too bad I'm a bitch.. 😐 | Mixed | Abusive | User Added |
| RT @liltbrodie: "Damn..... I ain't got no bitches" http://t.co/BYtu7zJ0TX | Mixed | Abusive | User Added |
| RT @lilmenifee__: no hoes no baes no dips/sidelines no NOTHING 😒😳👐 | Mixed | Abusive | User Added |
| RT @lilmenifee__: bitch you tweaking hoe tweaking 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