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 @kellconnolly: Guys say “don’t wear leggings if you don’t got no ass” &I see you pussies walking around in muscle shirts without any mus… | Mixed | Abusive | User Added |
| RT @kekelovingmytwo: "@1stBlocJeremiah: Good pussy change ya life! 😂😭" | Mixed | Abusive | User Added |
| RT @keithscho: Watching the Innocence of Muslims. That dude who played Muhammed must be getting a ton of pussy now. | Mixed | Abusive | User Added |
| RT @keep_ita_hunnit: Ya bitches got boddies but act like they dont count cause ya "loved" each other lmaoo | Mixed | Abusive | User Added |
| RT @keeLivinLavish: These bitches wanna fuck me, cuz dat molly got dem high😅💊 http://t.co/xTnO13TnUS | Mixed | Abusive | User Added |
| RT @kcarmouche: How you real, don't put NO money on you nigga books? But chu buy a bitch Chanel just to hit the Puss! | Mixed | Hate Speech | User Added |
| RT @katmurda: I am so nice , but I'm such a bitch .. hard 2 explain | Mixed | Abusive | User Added |
| RT @kathyislovely: 'che wigga! RT "@wigga32: If she puts up with you it's because she loves you, now make it worth her while& love her back… | Mixed | Safe | User Added |
| RT @kaseymizell: we may or may not be trash at taking pictures together http://t.co/bPJWl1aO2E | Mixed | Safe | User Added |
| RT @karlos_budah: I kno this bitch a thot she wanna meet my momma now | Mixed | Abusive | User Added |
| RT @karlos_budah: Gone kill me bitch nigga don't be a girl about 👌 | Mixed | Abusive | User Added |
| RT @karlos_budah: Give me head & kiss yo nigga you a ill 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