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 @SAMMI_boyden: Fucking James tried to tell me Jawga Boys sucked. I went ape shit dude @savanigga @OfficialDThrash @jawgaboyz | Mixed | Hate Speech | User Added |
| RT @SAMMI_boyden: @savanigga oh....I know dude. I just went OFF ON HIS ASS I'm done with that faggot | Mixed | Abusive | User Added |
| RT @SAMMI_boyden: @jizcalifuh it's a metaphor you dumb fucking nigger @savanigga 😂😂😍😍👅👅 | Mixed | Abusive | User Added |
| RT @Ryder_LetsGetIt: “@ItsNotHarold: I say if a girl got 7 bodies or more and she 20 or younger she a hoe” ON GANG ! | Mixed | Abusive | User Added |
| RT @Ruthless_Mando: no bitch, I just don't like you 💁 | Mixed | Abusive | User Added |
| RT @RussOnPolitics: GOP nominee for #MAgov Charlie Baker's "fisherman story" falls apart. He deserves an Oscar for his play crying. http://… | Mixed | Safe | User Added |
| RT @RussBrandon: Thanks to Mr Wilson for passing along this tremendous responsibility. My sole focus is to empower our leadership to bui ... | Mixed | Safe | User Added |
| RT @RushAmeezy: I find it hilarious how Austin says "swag witch" instead of "swag bitch" lmfao | Mixed | Abusive | User Added |
| RT @Runyacheckup: Niggas and bitches gotta quit wit da money pics... If I can count it accurately it ain't enough 😂😂😂 | Mixed | Abusive | User Added |
| RT @RudebwoyRoscoe: Behind every REAL bitch, there's a bitch ass nigga that did her wrong but made her strong. | Mixed | Abusive | User Added |
| RT @RudeComedian: some bitches be like "Im far from ugly" naw hoe, you're closer than you think | Mixed | Abusive | User Added |
| RT @RudeBoi_Drew: @PAPER_CHAYSIN condom were invent for that sole purpose | Mixed | Safe | 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