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
@CenaSux43 You/ @TheBrianMo brought it up first with the allusion that she's a hoe. @chelsea_elisa @RobertBarber64 Mixed Abusive User Added
@CellNBuu ewwww her nips are DEF more perfect than that Mixed Safe User Added
@Ceelos_ho3 @fvtboy @jaimescudi_ @AngelSoSwavey_ would I be a bitch if I said yea but never told you where I stay at? Mixed Abusive User Added
@Cee_Murda94 yellow fin Mixed Safe User Added
@Cee_Murda94 no it's yellow fin. It's in edgewater Mixed Safe User Added
@Cee_Murda94 it's almost ya fucking birthday. So act right niglet Mixed Abusive User Added
@Cee_Murda94 bitch is you drunk or nah Mixed Abusive User Added
@Cee_Murda94 bitch bye you can't get it Mixed Abusive User Added
@CeeRoss shoulda told her yeah if I can take you home for pussy lol Mixed Abusive User Added
@CeeRoss negro please...I got a job now lmao Mixed Abusive User Added
@CeeNCrumpets self low down black bitch? Mixed Abusive User Added
@Ceallaighaine Oh no! Sorry Hun. That sucks. Hope you heal fast. 😕 #dancerproblems 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