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
@Rene_gadeCowboy Of course. I was being bitch. Learned from my mom how to make a guy feel like he's 1 foot tall. Mixed Abusive User Added
@Rellokid George didn't have a twitter called "no limit nigga" where he talked about fighting, drugs, guns, and bitches and hoes. Mixed Abusive User Added
@ReiddH i agree my fellow cracker. Mixed Hate Speech User Added
@Reed8608 My nigga know he a bitch Mixed Abusive User Added
@RedNationBlogga fuck those faggots Mixed Hate Speech User Added
@RebellBlume Hats on us not trash tho lol Mixed Safe User Added
@Real_Liam_Payne be a pussy http://t.co/ttzsxBtS74 Mixed Abusive User Added
@Real_Liam_Payne be a pussy as in cat Mixed Abusive User Added
@RealYdotGdot We in dat bitch, my dude!!! Mixed Abusive User Added
@RealWallieWall Sheet i can't do that too a cripple Mixed Abusive User Added
@RealWallieWall Ms. Martinez fuckin with the cripple kid?! Mixed Abusive User Added
@RealSkipBayless of course u would you PC lemming.one just says the word nigger.the other has all the potential to reek havoc on society 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