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 |
|---|---|---|---|
| RT @_xchaazelle: most of the bitches he fw not old enough to get a ID 😂😂so what that tell you 💁 | Mixed | Abusive | User Added |
| RT @_xMaiya_xMonike: What's the difference between a main & a side bitch ?? Shit y'all both getting feed lies & dick! | Mixed | Abusive | User Added |
| RT @_xCallMeZiaa: Lil stupid ass bitch.. i aint fucking with YOU 😂 | Mixed | Abusive | User Added |
| RT @_wintergirl93: I don't wanna hear Sgt. #Tahmooressi's name come outta the Preezy's mouth. He couldn't be bothered then, keep his pie ho… | Mixed | Safe | User Added |
| RT @_visionaryJ: Sellin' my soul for material wishes , fast cars & bitches | Mixed | Abusive | User Added |
| RT @_twelvestarr: Niggas be catching attitudes and expect a bitch to beg plenty of sorry's to figure out what's his problem. NO | Mixed | Abusive | User Added |
| RT @_tonktrippin: if you can't do or say certain shit in front of yo bitch then don't do it | Mixed | Abusive | User Added |
| RT @_tiffnasty: Why do y'all niggas entertain that Nicole bitch? I don't see how y'all can ever take a bitch that posted naked pics serious… | Mixed | Hate Speech | User Added |
| RT @_tiffnasty: Lmaoooooo RT @Weed_Cloudz: If we cuddle then Im sliding something thick in your pussy, just a warning | Mixed | Abusive | User Added |
| RT @_theDarius: “@JetsAndASwisher: @_theDarius boy I was clean in them bitches.”you loved them damn sandals 😂 | Mixed | Abusive | User Added |
| RT @_theDarius: “@DopeShitOnly: Man just proofread & edited this niggah sentence😂😂😂😂😭😭😭”feel like I'm back in 6th grade doing daily oral la… | Mixed | Abusive | User Added |
| RT @_tenijieth: I believe there's a hood in heaven cause the devil gots a bad 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