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 @ALMartinez32: “@100granHman: @IamMrEchols @ALMartinez32 😫😫”finding herself in the hoe section | Mixed | Abusive | User Added |
| RT @AJCOLEMANBABY: niggas be pressed for pussy it aint nothin, instead of worryin who that bitch fuckin, why dont u go get u some munnaaaa | Mixed | Abusive | User Added |
| RT @AIlThese: All these clocks and we still don't have time for these hoes http://t.co/oZm4cQe5Me | Mixed | Abusive | User Added |
| RT @AIanHangover: let's play a game called stop being a lil bitch | Mixed | Abusive | User Added |
| RT @AIanHangover: No girl sucks dick but somehow all dudes get head. Dudes only fuck bad bitches yet all these ugly girls getting pregnant.… | Mixed | Abusive | User Added |
| RT @AIanHangover: Karma is only a bitch to bitches. | Mixed | Abusive | User Added |
| RT @AIanHangover: If I've ever offended you, im sorry.. . . . . . . . . . . that you're a sensitive lil bitch. | Mixed | Abusive | User Added |
| RT @AIanHangover: I could never date someone who isn't goofy. Nobody's tryna date a bland boring ass bitch. | Mixed | Abusive | User Added |
| RT @AIanHangover: Be smart because you won't be pretty forever, bitch. | Mixed | Abusive | User Added |
| RT @AIanHangover: "what are you 15?" yeah on a scale of one to ten, bitch | Mixed | Abusive | User Added |
| RT @AIanHangover: "Bae" means "Before Anyone Else," I've been here thinking it's a ghetto word for babe/baby. | Mixed | Safe | User Added |
| RT @AIIAmericanGirI: 🇺🇸 FEC May Yank 1st Amendment Guards for Drudge, Rest of Internet https://t.co/pVe5nNAOkV #wiunion | 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