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
those random kids who sit at the plaza all day with their shitty cars #faggots Mixed Abusive User Added
this why i need bitches Mixed Abusive User Added
this ugly bitch need to get a new name tho you don't look like me you don't have as much followers as me #killyouself zodiac killer bitch Mixed Abusive User Added
this the one👌RT @SumthinNueee hoes dont be wantin ya nigga, they want ya happiness, thinkin he gone do 4 them what he does for u😂 silly hoes Mixed Abusive User Added
this show trash RT @IbSkeeAlii: #LongLive RT @ShinyLipz: Queen Latifah show.... 😴😴😴😴 Mixed Safe User Added
this shit so trash lol Mixed Abusive User Added
this party goin be off the chain/bad bitches only http://t.co/Qx7BZLFh Mixed Abusive User Added
this one bitch dont feel the same no more an henny dont really kill the pain no moree Mixed Abusive User Added
this nigga @WaynesWorld171 fucking a bitch at svsu while me rj and b been waiting in the car for 20 minutes now Mixed Abusive User Added
this movie is actually good cuz its so retarded Mixed Safe User Added
this lady is probably like "what the fuck does this bitch listen to" Mixed Abusive User Added
this is why i love birds. http://t.co/Gk2wiNhBkw Mixed Safe 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