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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| Sorry fo da rant. It make me mad and ashamed to be colored. I wish I be white so y'all would like me | Mixed | Hate Speech | User Added |
| Sorry all my fellow negros | Mixed | Safe | User Added |
| Sorry about the spam but I dare you to search nigger on Twitter and not laugh. Impossible. | Mixed | Abusive | User Added |
| Sorry Sam, I went to @elonuniversity RT @wulfpacksam83: Is wes durham woody durham son???? If so, why is that tar baby doing a PACK game. | Mixed | Safe | User Added |
| Sore Loser Charlie Crist Won’t Give Concession Speech, Calls For Recount http://t.co/MVhecTyUYs #tcot #pjnet | Mixed | Safe | User Added |
| Sooooooo true but I'm the pussy monsta http://t.co/2vhaCeQ4 | Mixed | Abusive | User Added |
| Sooo my first aid/cpr certification came in handy tonight. Glad I didn't lose my monkey @Bekkalina13 | Mixed | Safe | User Added |
| Soon as da money gon dem bitches leavin..You get locked up she ain't gon visit ya neither | Mixed | Abusive | User Added |
| Soon @fuckeveryword will be to "Fuck Backtrack" and I can't wait because fuck those faggots. | Mixed | Hate Speech | User Added |
| Sonoma County cannot handle the Gutto Style straight up north bay is pussies forever | Mixed | Abusive | User Added |
| Sonnen is a faggot | Mixed | Hate Speech | User Added |
| Sone of y'all bitches need morning glory milk baths 😂😂😂 | 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