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 @GUNSandcrayons: What's wrong with these bitches breh http://t.co/wcGJoUdeue | Mixed | Abusive | User Added |
| RT @GOPBlackChick: The racists are @msnbc and its crew of anchors. Not "right wing " folks. @MHarrisPerry mocks mixed GOP kids. http://t.co… | Mixed | Safe | User Added |
| RT @GOLDBONEQUEEN: Stevie J turned a hoe 👯into a Housewife💁💍💎 and Nikko turned a Housewife🙆 into a hoe👯👯💃☝ !!I swear this shit can happen | Mixed | Abusive | User Added |
| RT @GODLOVESUGLYY_: You tell me I'm beautiful, like you tell every other bitch. Come on sir. #dobetter | Mixed | Abusive | User Added |
| RT @GMB_flash7414: Oso told me when his dreads get longer he just gone pop up and fuck niggas bitches lmao | Mixed | Abusive | User Added |
| RT @GMB_Ace: Lame bitches always Wanna try 2 Play a real Nigga like a Lame Bitch das how u get treated N cut loose✋ | Mixed | Abusive | User Added |
| RT @GMB_Ace: If more Den 5 Niggas can Say dey Fuked Yo bitch U Shuldnt Be cuffin Her ‼️😪 | Mixed | Abusive | User Added |
| RT @GMB_Ace: If U wife A bitch den She represent U...So Dnt Wife DA Wrong Bitch | Mixed | Abusive | User Added |
| RT @GMB_Ace: I'm a Get Money nigga So da hoes Love me | Mixed | Hate Speech | User Added |
| RT @GMB_Ace: Boss Niggas Fuk wit Boss bitches Vice versa.. | Mixed | Abusive | User Added |
| RT @GMB_Ace: @_100D dat Nigga Lame bro he Unfollowed Me Like A bitch | Mixed | Abusive | User Added |
| RT @GLODEH: Her shitty booty ass talm about its a prep rally. How bitch how? What y'all preparing for? 😂😂😂 | 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