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 @NorrisDaGod: I ain't never had a basic bitch.. Never will 💯 | Mixed | Abusive | User Added |
| RT @NormSanders: I much prefer this classic blue and yellow Rams uniform to anything we've seen since that magical year. Not even close #st… | Mixed | Safe | User Added |
| RT @NooWorrriess: "Girls who vape>>" only faggots say some pussy shit like that I swear. | Mixed | Abusive | User Added |
| RT @NooFatChicks: When the lazy eye bitch was tryna put up a front with me http://t.co/EHGPT5BaA2 | Mixed | Abusive | User Added |
| RT @Nombrehere: Bad bitch, HTown, keep it trill ya'll know ya'll can't fuck aroundddd | Mixed | Abusive | User Added |
| RT @NoelleonFOX7: Protestors rally to support teen facing life sentence in pot brownie case http://t.co/TXXnmbpOoA”wtf smh not for a brownie | Mixed | Abusive | User Added |
| RT @No_ahhh23: Happy birthday faggot! 😘 @wagggggie | Mixed | Hate Speech | User Added |
| RT @No_FAKINGG: Somebody tell these broke bitches , stay in they place #yun-stand? | Mixed | Abusive | User Added |
| RT @No_FAKINGG: BITCH you scared to let it off , yo daddy wasn't no DAWG. yo mama had more heart than ya daddy bitch ass. | Mixed | Abusive | User Added |
| RT @NoWomanIsRight: just knowing U can still go out and bag some bitches is good enough for me.... The headace that comes with bagging summ… | Mixed | Abusive | User Added |
| RT @NoWomanIsRight: You can be a good girl all you want and those hoes still gonna get us niggas attention from time to time | Mixed | Hate Speech | User Added |
| RT @NoWomanIsRight: Only way I want a female to cover up if I like her the rest of you hoes I want to see half naked pics on the TL | 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