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
never have I seen a toddler chug a water bottle so fast lol Mixed Safe User Added
never had I had a problem with a girl in my years of being in school but this otter looking twat better quit giving me looks Mixed Abusive User Added
never change I'll never wife ah bitch nowwww!! #bangbros Mixed Abusive User Added
neva been a bitch nigga you don't want them problems bro!! Mixed Abusive User Added
neither have i :-/ RT @DerekIsNormal: I just...why...ok. RT @pieceofshittbh: "I've never had a nigger cock" https://t.co/JF9o9vjcBL Mixed Abusive User Added
negro always falling asleep on me... Mixed Abusive User Added
need to get the sheriff Rick in here to show these pussy ass police officers who is boss. Mixed Abusive User Added
nasty hoe Mixed Abusive User Added
n if you following me too be messy your gonna die a slowly painful lonely ass death bitch 😒 Mixed Abusive User Added
n I cant even enjoy the reg House Hunters, which is 1 of my fav shows..because I know House Hunters International bitch ass comes on next Mixed Abusive User Added
my tweets aint shit but you bitches aint either 😂 Mixed Abusive User Added
my timeline looks thirsty bc all you basic hoes keep talking bout the same nigga that don't matter ctfuu 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