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
You see me bussing this bitch 👀🔫🙈💯 Mixed Abusive User Added
You scum bro RT @HURRICANESENSEI: When tha pussy was trash but she still txt yu... http://t.co/5tasiq5YO8 my life ain't shit Mixed Abusive User Added
You scared I ain't scared to beat the pussy up Mixed Abusive User Added
You say you gotta new bitch? Mixed Abusive User Added
You say you classy and sadity I say bitch you a tease Mixed Abusive User Added
You say that bitch bad but she ain't shit to me ! Mixed Abusive User Added
You say no to ratchet pussy, juicy j cant. Mixed Abusive User Added
You say no to ratchet pussy but juicy-j can't! Bands will make her dance Mixed Abusive User Added
You say it like they're a new toy, they're children you dumb bitch “@Knia_Amareee: Mixed Babies,I want one 😍😍😍😍 http://t.co/7riWuwamLz” Mixed Abusive User Added
You say I'm a bitch? I say I'm a woman with a strong personality that doesn't play well with others!👊 Mixed Abusive User Added
You said you be smoking strong but your wrong you been smoking trash it's not in my lungs if it ain't that pressure. Mixed Safe User Added
You said you be smoking strong but your wrong you been smoking trash and it aint in my lungs if it aint that pressure 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