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
I have to dress up tomorrow for mock interviews and I still don't know how to tie the tie 😒 Mixed Safe User Added
I have them bitches runnin wen dat pipe come DAMN Mixed Abusive User Added
I have such a horrible perspective of time. I think I might be retarded smh Mixed Abusive User Added
I have really light colored eyebrows naturally and it's not ok Mixed Safe User Added
I have one more day of fucking school. God nansemond is fucking retarded Mixed Abusive User Added
I have officially earned my right to bitch about things for the next two years! Yay! Mixed Abusive User Added
I have no respect for people who cheat that shits just retarded Mixed Abusive User Added
I have no hoes man. I don't need those though 😴 Mixed Abusive User Added
I have no clothes that make me look like a redneck but I tried my best 😂 Mixed Safe User Added
I have never actually seen a yellow duck. Mixed Safe User Added
I have my work done a day after i get it, and everybody else be Scramblin' on Sunday. this the day of rest bitches.. Mixed Abusive User Added
I have finally come to terms with the fact I am at my highest bitch level when I don't eat! #needaSnickersanda2piece 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