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 |
|---|---|---|---|
| “@saidtina: @uce_INA I really hate Poly bitches.” You and me both man | Mixed | Abusive | User Added |
| “@sabdaddyy: Shine on them hoes http://t.co/xOurnvvaYP” look at my baby daddy | Mixed | Abusive | User Added |
| “@royalriahh: Fake bitches I don't want your hugs” | Mixed | Abusive | User Added |
| “@rocafella123 "@waymoflydenu: If fleek in yo vocabulary you a faggot"” | Mixed | Hate Speech | User Added |
| “@robbyohn: The Kimberley story is by far the scariest story I've ever heard! 😁” pussy | Mixed | Abusive | User Added |
| “@roach_nigga: yall niggas think i just hang around your crib doing nothing, bitch i be getting bread too http://t.co/6uZ9e9ZlvQ” 😂 | Mixed | Abusive | User Added |
| “@riyastunna: don't fall in love with a bitch” #bestadvice | Mixed | Abusive | User Added |
| “@rihanna: We raided Nicki's wig closet for the summer! Bad gals just wanna have fun! http://t.co/0paNscImEw” this bitch has the a nerve smh | Mixed | Safe | User Added |
| “@rihanna: Fuck I look like ho? I look like yes and ya look like no” http://t.co/OIidXKL32A | Mixed | Abusive | User Added |
| “@retrolivin_cam: Same hoes is still at it, I should've known” | Mixed | Abusive | User Added |
| “@purrdylaylayXXX: @Im_Yung_Jay yo mama was confused when she had u” lol .. These hoes ain't got no manners | Mixed | Abusive | User Added |
| “@pskinny31: That hoe gone jam watch” if you ain't throwing ass bitch "fuck out the party ✌️" | 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