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
Rule number one never pursue a bitch from da ova side Mixed Abusive User Added
Rudy Throws Fastballs Near Charlie’s Chin..(No Sweat) Crist Ducking Giuliani Campaign Politics In Florida! DoG http://t.co/EJpdwlS5qj’s-chin Mixed Safe User Added
Ruby is not ugly #bunga bunga Mixed Safe User Added
Rt for a Hdm *everybody* 😂😂😂😂 block bitches too Mixed Abusive User Added
Rt “@princessalyssxo: When I see you walk up I think hoe” Mixed Abusive User Added
Rt “@oldirtyjesus: stop being a hoe sheesh “@_queenoni: I want 3 boys”” Mixed Abusive User Added
Roy Hibbert so trash. It's unbelievable. Mixed Abusive User Added
Rows for the hoes Curls for the girls Planks for the skanks Deep cuts for the sluts Quads for the broads No pecs No sex Mixed Abusive User Added
Round #3 on you hoes #chitown #sb2014 http://t.co/gd0Ya153rl Mixed Abusive User Added
Rotherdam #RapeJihad coverup: young girls sacrificed on altar of political correctness in favor pf paki pedo gangs http://t.co/RDgyG6GURv Mixed Safe User Added
Ross text me back you twat Mixed Abusive User Added
Ross got Amber Rose naked these hoes ain't loyal wiz 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