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
Somebody toss this bitch a Dasani or something, gurl is #THIRSTY Mixed Abusive User Added
Somebody tell these pussy niggas I got em I got em Mixed Abusive User Added
Somebody tell these pussy niggas I got em Mixed Abusive User Added
Somebody tell these nigggas I'ma keep fuckin they hoes, I'ma keep rockin these shows Mixed Abusive User Added
Somebody please choke that fucking retard that keeps yelling "mashed potatoes". What a tool! #PGAChampionship Mixed Hate Speech User Added
Somebody help her 😂 “@__DiaryOfABoss: @Kicks_N_Benjis bitch nigga bye you just want something to say” Mixed Abusive User Added
Somebody couldve been like "aye man you dropped your money" but nooooooo fucking broke faggots selfish bastards i hate yall Mixed Hate Speech User Added
Some women, are straight bitches. Mixed Abusive User Added
Some thots will just never learn 😕 gooooo awaaaaay hoe Mixed Abusive User Added
Some rednecks just raced down the freeway >_e Mixed Abusive User Added
Some people are so constantly pessimistic. It's so unattractive. Like if you have that much to bitch about why don't you start changing?!? Mixed Abusive User Added
Some people are bitch ass niggas & you should just stay far away from 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