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
if u don't buy the box of colored goldfish you r a racist tbh Mixed Safe User Added
if u dolled up I got the voodoo 4 u bitches Mixed Abusive User Added
if someone thinks you have hoes, they just saying that cause either they wanna be one or be the only one Mixed Abusive User Added
if ive ever been a faggot to you let me know and ill change :) Mixed Abusive User Added
if its 64 dont eem try me. “@LeanandCuisine: Nigga that talk the most trash in smash bros be the shittiest, these are facts” Mixed Abusive User Added
if ice jj fish gets all these looks , who really trash me or him Mixed Safe User Added
if i were to die and be resurrected as an animal id be a howler monkey Mixed Safe User Added
if dey go to linch together, she gon eat that pussy befo they come back.... Mixed Abusive User Added
if bitches wanna nigga, get off the couch and go fine one💁 Mixed Abusive User Added
if anyone reviews a 5 game loan player you are a cunt shouldnt be doing 5 game reviews especially at the start of FIFA Mixed Abusive User Added
if ah nigga beefing wit u dey gon try to fuck ur bitch just to kill u slower.... Mixed Abusive User Added
if a girl a hoe but she aint stealing anyones man then stfu Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload 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