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 |
|---|---|---|---|
| @KiaraSmallzz lmaoo 😂💕I think I want this bitch YA me tiene cansada but thanks 😘wait hold up ... Who u fighting 😳 | Mixed | Abusive | User Added |
| @KiKi_That_Seven Lol I'm not you just can't be sad about things you can't control. But when you walk that stage my nigglet I'll be happy :) | Mixed | Abusive | User Added |
| @KeyshawnSwag the bad bitch with them ugly ass nikes | Mixed | Abusive | User Added |
| @KeyshawnSwag on god niggaa be tryna say aids been out longer and shit like no bitch Ebola been out here 😂 | Mixed | Abusive | User Added |
| @KeyshawnSwag lol nigga them look like a combo of trash in your house & trash at the dump | Mixed | Abusive | User Added |
| @Kevin_McAdams Because Ian's retarded | Mixed | Hate Speech | User Added |
| @KevinTheGee ok I just wanted to know bitch at 5:20 if you're not here I'm out | Mixed | Abusive | User Added |
| @KevinTheGee finished the essay and the quiz bitch | Mixed | Abusive | User Added |
| @KevinMarin27 I like him but I really doubt he even plays We already got a lot in the big man rotation committed to Bosh bird mcbob & shawne | Mixed | Safe | User Added |
| @KevinKevmooney @LEllerbe when bet now i make sure that bitch is not involved that's 1 thing floyd and pac can agree on she screwed em both | Mixed | Abusive | User Added |
| @KevinEdwardsJr look here I'm a thirsty ass bummy ass bitch ass 17 year old niqqa. & I jus wanted to know if I can get a follow back please | Mixed | Abusive | User Added |
| @Kevhoeee916 apply to thunder valley bitch | 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