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 @the_ironsheik: Wake up you dumb son of a bitch | Mixed | Abusive | User Added |
| RT @the_ironsheik: My #tbt I learn the English from that jabroni big bird but I break his fucking neck http://t.co/vDpIq8Zuxo http://t.co/4… | Mixed | Abusive | User Added |
| RT @the_ironsheik: Justin Bieber win Oscar for suck my balls you dead dog midget dick son of a bitch | Mixed | Abusive | User Added |
| RT @the_ironsheik: Alex Rodriguez you lucky only the Ryan Dempster hit you. I going to get my camel to break your neck you son of a bitch | Mixed | Abusive | User Added |
| RT @the_blueprint: in the trash, i hope. RT @ComplexMag @BigSean just dropped four new songs | Mixed | Safe | User Added |
| RT @theSTRANGEST: ready to make today my bitch. | Mixed | Abusive | User Added |
| RT @theROYALlife: Ha ha real name is Ha'Sean 😒😒 where y'all get these ghetto ass names from? | Mixed | Abusive | User Added |
| RT @theHIGHESTpeak_: Ya lil dumb ass bitch ian fwy | Mixed | Abusive | User Added |
| RT @theHIGHESTpeak_: Flavaaaaa in ya ear, that hoe live lol | Mixed | Abusive | User Added |
| RT @theChefBoyRD: My pussy popz Severely https://t.co/15IOQ7M0KF | Mixed | Abusive | User Added |
| RT @theChefBoyRD: @victoriaaa_lee @anniespringer_ ew she's so ugly who is that hoe | Mixed | Hate Speech | User Added |
| RT @theARTofTriLL: Dolph in this hoe... Bout to rock dj holiday show!!!! #memphis | 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