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
@Hovaa_ ok wat ever u say whitey. u prolly never even seen shaft. Mixed Hate Speech User Added
@Hovaa_ cracker.... Mixed Abusive User Added
@Hovaa_ #niggerfood #niggerperson #you #are #a #nigger Mixed Hate Speech User Added
@HouseCracka meet me later for a reach around Charlie Crist Mixed Abusive User Added
@HoudiniOfCod no send the fucking challenge quit being a pussy Mixed Abusive User Added
@HoskinsTy96 dammit now I'm the only one with a fucked up tranny.... Mixed Abusive User Added
@HoskinsTy96 @saambrowning and retarded Mixed Abusive User Added
@Horsepower_Will naw nigga I got yo bitch tip toeing on my wooden floor ! Mixed Abusive User Added
@HopeMcclintock I could've swore everyday was jus sayin I had all the hoes like 2 days ago! No I'm gay,What's next? I gotta baby on the way😂 Mixed Abusive User Added
@HopOnTheBeast i found her right here, good job unfollowing me btw faggot http://t.co/kD3iSeIoLd Mixed Abusive User Added
@HonorChrisKyle @_tony_soprano2 Amen on this tweet. 105 mm rockets from Victor Charlie leave a lasting impression. Mixed Safe User Added
@Honeysuckle_Tav Well he canonically plays the troll equivalent of Pokemon... *throws the new Fairy type at him* Mixed Safe 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