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
RT @KINGTUNCHI_: Same bitches that diss me gone still be here to eat my Dick when they see that check Mixed Abusive User Added
RT @KINGTUNCHI_: Same Bitch that was down with lol theses Lil hoes funny Mixed Abusive User Added
RT @KINGTUNCHI_: Lowkey I put sum of these hoes on the map ... So call me kingtunchi bitch ! Mixed Abusive User Added
RT @KINGTUNCHI_: Lol that same bitch I was cool with was was down to sit me up in get me kill in get on twitter in talk about it. Mixed Abusive User Added
RT @KINGTUNCHI_: Lol it's funny tho cuz every hoe that talk shit I .... NVm that shit ain't player Mixed Abusive User Added
RT @KINGTUNCHI_: Lol got these hoes in they feelings ! Mixed Abusive User Added
RT @KINGTUNCHI_: Jd told me I'm to player to be with one bitch Mixed Abusive User Added
RT @KINGTUNCHI_: In 5 years these hoes ain't gone be shit but a Dick head! Mixed Abusive User Added
RT @KINGTUNCHI_: I only fw grown hoes! Mixed Abusive User Added
RT @KINGTUNCHI_: I need a real bitch ! Mixed Abusive User Added
RT @KINGTUNCHI_: I need a new bitch ! Mixed Abusive User Added
RT @KINGTUNCHI_: I make bitches fly like peter pand tho 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