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
The #teabagger #freemarket really doing wonders in #Bangladesh these last couple of days. #tcot #p2 #teaparty #randpaul Mixed Safe User Added
The #south of the US is white trash. Mixed Hate Speech User Added
The #midwest of the US is white trash. Mixed Hate Speech User Added
The #Yankees don't need Tanaka or Beltran or all these 'big name' players!!! #believe Mixed Safe User Added
The "Yanks" Are Coming: From Disparagement to Pride http://t.co/HoELpcbBg6 Mixed Safe User Added
Thats why I aint cuffing until Im grown af RT @JimmySolberg3: These hoes ain't loyal Mixed Abusive User Added
Thats the only thing a nigga ask forRT @IGiveEmNathan: Its some choosable bitches in here tonite Mixed Abusive User Added
Thats some hoe shit doe Mixed Abusive User Added
Thats not ya bitch if she dont love giving you head Mixed Abusive User Added
Thats my bitch when i feel like it. Mixed Abusive User Added
Thats fucked up give him some pussy RT "@xomaryjeanxo: Woke up with sex on my mind, I should just play with (cont) http://t.co/GYYeayZrjy Mixed Abusive User Added
Thats bc she is crazy! LoL thats my nicca tho! RT @PACOS_way: Man I swear idt nobody mom is cooler than mine yo. 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