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 @LuvKittensDaily: Oreo being adorable http://t.co/5ZMZVT0sUl | Mixed | Safe | User Added |
| RT @LupeMeCoje: What's going down pussies? | Mixed | Abusive | User Added |
| RT @Luke_Grossman52: That's what sports are about. Forget the arrogance & trash talking. Its about making people feel like they are a part … | Mixed | Safe | User Added |
| RT @Luke5SOS: 5sos are trash ! | Mixed | Safe | User Added |
| RT @Luisaco_: @Tonymartinezz15 dude last day, fuck it walk out that bitch | Mixed | Abusive | User Added |
| RT @LuisEnriquez94: You don't love her if you keep a couple other hoes on the side | Mixed | Abusive | User Added |
| RT @LuieSanches: PROUDLY a racist. u dumb nigger | Mixed | Hate Speech | User Added |
| RT @Luh_Myra: can't no bitch tell me a nigga NOT mines until she ready to tell me how tf he hers . 😴👋 it's levels to this shit ! 😜 | Mixed | Abusive | User Added |
| RT @LucyyLuux: & when a nigga don't care if you leave it's cause he gotta another bitch he was tired of creeping w/ anyway ! | Mixed | Abusive | User Added |
| RT @LuckyLanceJ: Life's a bitch. You've got to go out and kick ass. @DrMayaAngelou | Mixed | Abusive | User Added |
| RT @LuckyLanceJ: A bird doesn't sing because it has an answer, it sings because it has a song.~ @DrMayaAngelou | Mixed | Safe | User Added |
| RT @LuchieCapone: “Kik me” ass hoes RT @mayasvritaa: Got an iPhone but it’s off ass bitches | 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