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
@Coley_Cee my bad bitch ayeee http://t.co/GrHTDie9dz Mixed Abusive User Added
@Coley_Cee lol bitch u forcin it have a glass of water bitch u a lil thirsty for the puss thang Mixed Abusive User Added
@Coley_Cee fuck u u dumb ass bitch hoe Mixed Abusive User Added
@Coley_Cee didn't I just say I thought u told me to delete them so I deleted them bitch Mixed Abusive User Added
@Coley_Cee bitch watch tf out u on moose meat now Mixed Abusive User Added
@Coley_Cee bitch stop takin my shit ooo I hate u u dumb bitch Mixed Abusive User Added
@Coley_Cee bitch kill yo self Mixed Abusive User Added
@Coley_Cee bitch do I look white to u Mixed Abusive User Added
@Coley_Cee bitch dats yo sahara desert ass Mixed Abusive User Added
@Coley_Cee @_xpriceless_lmaoo bitch dat was a low blow Mixed Abusive User Added
@Coley_Cee @Campaign_Papi @They_CallMeShay lmaooo coley just whammmmed him add this to it swervee bitch Mixed Abusive User Added
@ColeMcDowell2 someone sent this to me months ago bitch 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