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 @ImHis_Treasure: For the last few weeks my name been cripple 😫♿️ | Mixed | Safe | User Added |
| RT @ImHim_Cutthroat: "@TRESHON_SCROOGE: Mrs Harden be blowin me i be wanna snap on her ahh"I had that bitch freshmen year damn nea caught a… | Mixed | Abusive | User Added |
| RT @ImFinaTweetThat: "@217Emmanuel: Lil bitch, you ain't know/you can never score from the sideline, hoe!" | Mixed | Abusive | User Added |
| RT @ImEfficient: Talking about you hate men and done with penis but go get you a manly looking chick that uses a strap on bitch stfu | Mixed | Abusive | User Added |
| RT @ImDikeTurner: “@__BJ_: What yall up to” • beatin my meat on FaceTime wit a bad bitch http://t.co/Dwdg7DNWxw | Mixed | Abusive | User Added |
| RT @ImDatNigga_Jack: Welcome to Dallas Nawfside Texas don't come with no hoe shit nigga this Texas you will get MURDERED | Mixed | Abusive | User Added |
| RT @ImChiefy: I'll send dick pics to your bitch quick . | Mixed | Abusive | User Added |
| RT @Ilovebamf: Like no bitch you didn't make the cut.👋💁 | Mixed | Abusive | User Added |
| RT @Ilovebamf: I held you like a baby bird.. 😢 and now you come at me like this.. These friends ain't loyal 😢😭 http://t.co/WinZvfxdL8 | Mixed | Safe | User Added |
| RT @Ilovebamf: @Savage_530 @Nutty_niff @shai_yaya nick when the men are talking sit your bitch as in the corner and listen to this grown fo… | Mixed | Abusive | User Added |
| RT @Ilovebamf: @KibaBJJ @Savage_530 you bitch Benito I thought I was the only one | Mixed | Abusive | User Added |
| RT @Ilovebamf: #tbt with these bitches glad I met these fucks @Savage_530 @Brandonjw02 @JP_Gentleman #Friend😳 http://t.co/NHEeCJ7ukb | 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