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
God damn flappy birds weak ass Mixed Abusive User Added
God damn birds Mixed Abusive User Added
God dam man that freestyle is so retarded that its fumny af omg Mixed Abusive User Added
God bless the dumb niggas who trust these hoes Mixed Abusive User Added
God bless the dumb and retarded Mixed Abusive User Added
God I would sell both my nuts to watch LeBron tear his ACL right now and watch all those pussies kill themselves Mixed Hate Speech User Added
Go watch nick jr. Childish ass bitch “@SideHoeNextDoor: The nicks are playing ?” Mixed Abusive User Added
Go cry about it joey. Just like the little bitch you are Mixed Abusive User Added
Go UTES! You got Playboy bitches, disrespectful players, and a bunch of spoiled hipsters at your school, so I'm cheering for you. #not Mixed Abusive User Added
Glad I bossed up on my old hoes 💪 Mixed Abusive User Added
Glad I ain't got no bird legs 😂 Mixed Safe User Added
Giving you that trailer park trash. #transformthursday #ladykimora #vegasqueens #vegasshowgirls http://t.co/5BbMhApHrD Mixed Hate Speech 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