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
@Taste_My_Lips57 Ain't say it's wrong but it's just as stupid as hoes showing up to get attention from dudes.No one is bigger than the game. Mixed Abusive User Added
@TasteMyGayness lol imma look at a bitch ass if I wanna!!! Mixed Abusive User Added
@TasteMyGayness IDC. I can still get it. That's my pussy Mixed Abusive User Added
@TasogarenoRaiko If you decide to do Damara, you should make her a gladiola. We have gorgeous rust-colored ones coming up over here. Mixed Safe User Added
@Tanner_Harris_ I've been knowing fag Mixed Hate Speech User Added
@Tamorite @The_Greatest_10 The truth hurts nigguh. Mixed Abusive User Added
@Tamishaa___J I know that bitch don't going nomo Mixed Abusive User Added
@Tamela_X But a wannabe ghetto white girl will deal with an unaccomplished black man for more than sex. Mixed Abusive User Added
@TakingBackSunda @NYCGreenfield @lsarsour that's not how you resist, you worthless retard. Do you need a dictionary? Mixed Abusive User Added
@Tae_Rhodes @thereal_2raw you gay, Gabrielle bad as fuck. Even though the other bitch bad you can't cheat on a dime..foh lol Mixed Abusive User Added
@Tabather_S So was I cunt, welcome to twitter Mixed Abusive User Added
@T_Kelllz not only that.. after he pushed him he stepped back lolol. That was some pussy shit 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