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

25504 Records
Phrase Text Dialect Category Label Source
That pussy came gift wrapped Mixed Abusive User Added
That pussy best be shaved for the holidays! Mixed Abusive User Added
That pic is now circulated by Jihadis with a call to kill him. http://t.co/PUn8fNVBal #Saudi #ISIS #Syria Mixed Hate Speech User Added
That other shit for the birds . Get over yo self Mixed Abusive User Added
That one drunk white bitch that always instigate problems involving at least one.black dude then crys afterwards when someone gets hurt Mixed Abusive User Added
That old lassie in greggs is a total bitch man Mixed Abusive User Added
That night cap nonsense is for the birds.! Mixed Safe User Added
That nigguh will never play football again Mixed Abusive User Added
That niggah is me lol TMLT 😂😂😂 Mixed Abusive User Added
That nigga talkin like a hoe Tell that bitch nigga speak up Mixed Abusive User Added
That nigga john ain't ah Real older nigga Forreal.. He let Vick brotha bitch out on maplerow Mixed Abusive User Added
That nigga gucci always hits that hoe when he puts "Rick James" in a song, giving our nigga rick a shoutout #RIPRICK #RICKJAMESBITCH 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