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 |
|---|---|---|---|
| #faggots are MERELY a #scientific indicator that SOMETHING IS WRONG> Do not celebrate as "unique indiviuals" for they are #cancer> | Mixed | Hate Speech | User Added |
| #faggots KILLED #jesuschrist> HELLO!!!!!!!!!!!!!!!!!!!!!!!!! But whatever. Go ahead. #gaymarriage yourself into #Pharaoh's pockets> | Mixed | Abusive | User Added |
| #drunk #trash #trashed #wasted @ The Draught Horse http://t.co/UvWkhpEswh | Mixed | Safe | User Added |
| #creamteam leaving hoes w #cockbreath | Mixed | Abusive | User Added |
| #bslfe in this bitch #PullUp 40st and Washington space A-80 http://t.co/H2HV64h9wh | Mixed | Abusive | User Added |
| #boom bitches | Mixed | Abusive | User Added |
| #bad #ass #local #bitches | Mixed | Abusive | User Added |
| #anywere “@TheCooleyShow: LA = palm trees and great weather Any were else = horrible weather and no bitches” | Mixed | Abusive | User Added |
| #agreed  RT @oliviaMrose: There are a few badd ones but idk..mixxed bitches is really where its at tho | Mixed | Abusive | User Added |
| #YouWillNotBeTakenSeriouslyIf you're proud to be white trash #KedollarSignHa | Mixed | Abusive | User Added |
| #YesWeDid .....tattoo our bitches to corrupt as many men as possible to #Egypt and being a #cattle #prod #vote> | Mixed | Abusive | User Added |
| #YesWeDid .......start building #windturbines SO FUCKIN" BIG they can kill a whole flock of birds in one go> | 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