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
Horny MiLF in sexy lingerie has her old pussy pummeled by a hard dick http://t.co/QsdW8mQNSl Mixed Abusive User Added
Horny Japanese MiLF showers and toys her soaking wet pussy http://t.co/8hrKgFyUk8 Mixed Abusive User Added
Hopefully this niggah buys my gamma 11's cause I want them Mixed Abusive User Added
Hope you find a bitch with some ass that satisfies ya needs Mixed Abusive User Added
Hope y'all kno wen u eat pussy u one inch away from death. Mixed Abusive User Added
Hood niggas and bitches love emojis lmfao Mixed Hate Speech User Added
Honkey ass bitch tryna tell me shit. Mixed Abusive User Added
Honestly it's enough bad bitches in the universe for everyone (not including dykes) Mixed Abusive User Added
Honestly if the most hoodiest ratchet bitch asked me to her prom I'm in dere Mixed Abusive User Added
Honestly at this point I doubt I'd fuck Miley Cyrus anymore that bitch is a mess. Mixed Abusive User Added
Honestly I think I would trash that young man. And I'll fuck his bitch. And I'll smack his mother. Prolly shot his ugly ass dog Mixed Abusive User Added
Homework and boonies date with Caitlin tonight>> 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