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
Pretty weird that flight attendants are instructed to say “Welcome to the OC, bitch.” as you exit the plane. Mixed Abusive User Added
Pretty sure I got ya bitch nudes in my phone nigga Mixed Abusive User Added
Pretty over this whole Yankees thing, id rather lose in the ALCS every year then live in Detroit.. I miss the real Steinbrenner #glorydays Mixed Safe User Added
Pretty muthafucka pull up in this bitch like Mixed Abusive User Added
Pretty motherfucker pull up in this bitch like Mixed Abusive User Added
Pretty mother fucker pull up in a bitch likee Mixed Abusive User Added
Pretty bitches with even prettier titties ☺️ Mixed Abusive User Added
Pretty ass niggah. http://t.co/jqlST70msM Mixed Abusive User Added
Pretending that he can make it rain, our ghetto president is in it for himself while govt money whores beg utilties to stay on one more day. Mixed Abusive User Added
Pretend assholes callin the women bitches when they know they love em lol.. Mixed Abusive User Added
Pressed for pussy no ...I get too many freebies Mixed Abusive User Added
Preparing to be called a "nigger" all night.. I mean play COD all night. #AdvancedWarfareDayZERO 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