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 |
|---|---|---|---|
| I know these hoes | Mixed | Abusive | User Added |
| I know that karma's too real so I hope you doin' cool.. But still stupid ass bitch I ain't fuckin' with you. | Mixed | Abusive | User Added |
| I know that karma too real, so I hope you doing cool.. but still stupid ass bitch, I ain't fuckin' w you. | Mixed | Abusive | User Added |
| I know some ratchet bitches and they rep the North side | Mixed | Abusive | User Added |
| I know shit about everybody , I just don't care enough to speak on it but I suggest you bitches watch it forreal . | Mixed | Abusive | User Added |
| I know righttt RT @dta_87: I hate fat loud bitches | Mixed | Hate Speech | User Added |
| I know right. Get one guy out!! Man! @pjmclaugh: You had ONE JOB, Josh@Nobz13 Outman! #Yankees” | Mixed | Safe | User Added |
| I know im not the only niggah that saw that | Mixed | Abusive | User Added |
| I know how it feels to not have shit, believe me. I was born in the heart of LA. It don't get anymore ghetto than that | Mixed | Abusive | User Added |
| I know bitches who sell pussy for 3.5's | Mixed | Abusive | User Added |
| I know bitches be mad as shit when they friends borrow their clothes & its a bunch of girls in her IG comments sayin how cute the outfit is | Mixed | Abusive | User Added |
| I know a lot of using ass hoes that just want bread an wheels from nigga go grind bitch❗ | 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