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
@Rvm3o bitch Boy Mixed Abusive User Added
@RussellTpot LOL dude.. I wish they hadn't. I got a DD214 that would make a pussy like you cry for the enemy. Mixed Abusive User Added
@RussellTpot @ebgbz1 I am just saying.. I would beat you down like the bitch that you are... then put my foot on your neck and shoot you Mixed Abusive User Added
@RunuldoRants faggot sack Mixed Hate Speech User Added
@RuizMaria15 you let me know then lol I'll go over and kill all them hoes Mixed Abusive User Added
@Rugarickrockers Ima make you a sick entrance song my nig Mixed Abusive User Added
@RudyJay711 Asains had to take the Wu Tang Clan; the draft was suppose to be for half breed like me and @MikeTaylorShow #FallingInTheDraft Mixed Safe User Added
@RubyFakhoury @Nyquil_Dreams @guynamedjordan lets not forget the fact that everyone and their mother has yellow fever Mixed Safe User Added
@Royceda59 Green bananas are better then yellow ones too. Mixed Safe User Added
@RoyallyKate So says the one who fills an empty hole inside herself by worshiping a royal. Who 4 all u kno may be a raging snotty bitch Mixed Abusive User Added
@Rotten_Soil @CaptFaggotpants You boys sure come up wit some crazy names. In my day, we never talked about no faggots Mixed Abusive User Added
@RottenStench Tanks a lot dare mr. Pubes. I love my Uncle Tom :) 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