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
When did it become cool to ne stupid? This teabagger debate is slim on facts at best. Mixed Safe User Added
When did gum get so soft, you sons of bitches. Mixed Abusive User Added
When did Miley turn ghetto? Mixed Safe User Added
When bitches you don't like talk to you at work. #workproblems #workflow #byebitch https://t.co/gqZuNhCVd3 Mixed Abusive User Added
When bitches say "I want to cuddle." It real is them speaking in code saying they want the D Mixed Abusive User Added
When bitches know they feeling stupid, they keep there sentences short. Mixed Abusive User Added
When bitches in the library start acting up http://t.co/x1qGfTkB4O Mixed Abusive User Added
When bitches I work with are on there period ... Mixed Abusive User Added
When bae say she goin to the club with her girls I be outside that bitch at 2am like... http://t.co/yJowfMziKf Mixed Abusive User Added
When bae dodges hoes cause he only want you 😍😩 😂😂 http://t.co/bLYYoLtP0k Mixed Abusive User Added
When all else fails, blast bare nips Mixed Safe User Added
When a super bad bitch walk past u and u can't help but stare http://t.co/64Iwjvx2xE 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