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 |
|---|---|---|---|
| “@Greg_Jon3s: I hope my future wife, who ever she might be, is sleeping or studying instead if being a hoe right now” nigga shutcho asss up | Mixed | Abusive | User Added |
| “@GreaterThn: for all the bad bitches out there http://t.co/ESXBexvKEs”Lets go have some fun😘 @ambernicolee05 😂😂😂 | Mixed | Abusive | User Added |
| “@GreatScottnyc: Can't a bitch living say I brought her MICHAEL Kors” we need more guys like you 🙌 | Mixed | Abusive | User Added |
| “@GreatGawd: Name something trash” Cavs | Mixed | Safe | User Added |
| “@Goldmind___: Smoke good weed with a bad bitch”👏 | Mixed | Abusive | User Added |
| “@GoldieMack_: “@Treslyon: @GoldieMack_ shit where you from” Baltimore...” Man them hoes fine & crazy | Mixed | Abusive | User Added |
| “@Godbody_ream: I couldn't hit a woman with a penis and pussy, I don't care how sexy or rich she is”😳 | Mixed | Abusive | User Added |
| “@GlitteredInPink: You gotta fuck every race just to see which dick/pussy you like the best.” thot | Mixed | Abusive | User Added |
| “@GlitteredInPink: @West305 you like 5'8, you needs to”....1. You a hoe. 2. i'm 5'10(breaking11) 3.suck my dick. | Mixed | Hate Speech | User Added |
| “@GlitteredInPink: "@West305: Bored as hell." Shoulda answered my phone calls bitch” i rather be bored. | Mixed | Abusive | User Added |
| “@GiantRaiderKing: @nomaambundy92 fag” but Tony :( | Mixed | Abusive | User Added |
| “@GianneNichole: Lakers really trash.”🚮 | 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