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 |
|---|---|---|---|
| @kieffer_jason am done are acting like a little bitch. My 5 year old nephew realer then your scary ass, sunset is not a time u dumb fuck | Mixed | Abusive | User Added |
| @kieffer_jason No the fuck it's not bitch what's the real fucking address get that bitch out yo blood and tell me the address | Mixed | Abusive | User Added |
| @kieffer_jason No that's what u think I just don't like pussy boys who run they mouth but they can't back they words up. | Mixed | Abusive | User Added |
| @kieffer_jason No am real but you a pussy ass nigga so why would I give a fuck what u think lmao just stfu | Mixed | Abusive | User Added |
| @kieffer_jason Lmfao and I'm making more money then yo duck ass bitch I from Dallas tx born and raised and we back our shit up all day nigga | Mixed | Abusive | User Added |
| @kieffer_jason I said your name bitch so yes you fuck boy | Mixed | Abusive | User Added |
| @kieffer_jason I heard your mama raised you like bitch | Mixed | Abusive | User Added |
| @kieffer_jason How u going to talk shit from another state that's dat pussy shit | Mixed | Abusive | User Added |
| @kieffer_jason @zach_smith98 @NathannDevlin so why the fuck are still talking shit. You acting like a pussy ass nigga | Mixed | Hate Speech | User Added |
| @kieffer_jason @someone yea it's very true bitch | Mixed | Abusive | User Added |
| @kieffer_jason @sbsylvester where y'all be at oh we going fight come to town east bitch | Mixed | Abusive | User Added |
| @kieffer_jason @sbsylvester u call me dumb but u speak on shit u don't know nothing about yea look who's fucking talking retard | 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