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
Bitches talmbout they limber got these bitches In limbo Mixed Abusive User Added
Bitches swear up and down they pussy the best, but ain't. Mixed Abusive User Added
Bitches so stupid!!! Yal can't know how I'm bouta start popping bitches Mixed Abusive User Added
Bitches rather be petty with his hoes instead of posting bail now that ah really fck em up.....psa Mixed Abusive User Added
Bitches on me bout da lil flexin shit on snapchat 💰💰💰💰💰😂 bitch please Mixed Abusive User Added
Bitches make me happy. RT @AsaAkira: Material objects make bitches happy #iPhone6 http://t.co/d1TbYtc7QB Mixed Abusive User Added
Bitches love beefing over a nigga that's always in other bitches faces. Mixed Abusive User Added
Bitches know they bitches, bitch. Mixed Abusive User Added
Bitches get on twitter an turn to saints like they not hoes that shit kill a nigga Mixed Abusive User Added
Bitches dont wann fxck me no more bitches wanna fxck all my bitches Mixed Abusive User Added
Bitches don't even go out to have fun anymore they just go out to tweet about the function and to take pics wit other bitches Mixed Abusive User Added
Bitches corny with that not saving numbers shit I hate them hoes 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