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
AMERICAN GOVERNMENT PREACHES "NO BULLYING" Creating a new generation of pussies! http://t.co/fbGuCK7Wc1” Mixed Abusive User Added
ALL HE NEEDS IS A SKIRT!!! Sure looks like a bitch to me. http://t.co/89HH52pCUe” Mixed Abusive User Added
AHHH karmas a bitch Mixed Abusive User Added
A1 bricks in this bitch we in Gucci house Mixed Abusive User Added
A-Rod said the number #13 he wears on his uniform is for opposing teams to fear him but the fact is A-Rod is a damn cancer to the #Yankees Mixed Safe User Added
A yellow jacket landed on my mouth and stung me while I was cutting grass..safe to say he won 🐝 http://t.co/caYUcS8O01 Mixed Safe User Added
A wise man once said "Damn I hate a bitch that like to argue nd shit" Mixed Abusive User Added
A white lighter is bad luck, not yellow ur stupid Mixed Safe User Added
A week till im out this bitch.. Thank GOD Mixed Abusive User Added
A teen was running around Target in monkey pjs screaming OO OO AH AH & the fitting room girls were cackling. Was today designed to annoy me? Mixed Safe User Added
A tall tee n sum slouch shoes on I could've fucc yo bitch Mixed Abusive User Added
A squad of dyke cholas fear nobody. They worse than the cartel 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