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
Never that serious RT @C_thaqueen: Thought you was Finna cruise with a new bitch 😩🔑🔪✋? http://t.co/MvCnPYtXo8 Mixed Abusive User Added
Never tell a bitch what u up to.. Mixed Abusive User Added
Never tell a bitch that I love her Mixed Abusive User Added
Never take a bitch where you stay Never keep work where you lay Mixed Abusive User Added
Never seen yo bitch but I bet I could fuck her on the first day Mixed Abusive User Added
Never seen purple bird poop until today lol http://t.co/4Psdx11Uu1 Mixed Safe User Added
Never seen a tinted yellow tongue before. She just ate a lemon jolly rancher? Mixed Safe User Added
Never seen a pussy he didn't like. Mixed Abusive User Added
Never put nothin pass these hoes cause all of these hoes straight ratchet Mixed Abusive User Added
Never messed with a hoe that went to jail unless I didn't know her last name Mixed Abusive User Added
Never lettin dat nigguh used twitter in my phone again Mixed Abusive User Added
Never let them hoes get in between of what we started 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