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
*loud Jamaican horns* 📢📣📢 RT @KingHorseDick: Then why u still single? RT @Greek_Oddess yall find the ugliest hoes attractive. Mixed Abusive User Added
*live ... lol what's wrong with these bitches man http://t.co/ZJYxCI9Ram Mixed Abusive User Added
*karate RT @SirAsshole: Karrenchi still a bird ass bitch Mixed Abusive User Added
*goes to olive garden* *Turns into a cracker* "@gIacier: *goes black friday shopping* *turns into a nigger*" Mixed Hate Speech User Added
*chops* RT @Tweets2Sweet *does bird call, flaps hands* Mixed Safe User Added
*bitch breathes* me: could you not? Mixed Abusive User Added
*after BO1 RT @TheGodWriter_: @iDocLyfe Bruh lol I retired after mw2 because everything was trash afterwards. Mixed Safe User Added
*Teachers call you a pussy for not doing senior skip day* Mixed Abusive User Added
*Sings* I killed that pussy she died with her eyes open! Mixed Abusive User Added
*Searches my yellow pages app for the nearest Jack In The Box* Mixed Safe User Added
*Nicolas Cage unrolls dusty secret scroll* It says here James Madison was a whiny little bitch Mixed Abusive User Added
*Gigantic RT @Naezus What a big faggot. RT @MIllionDolrBaby: Chubbs bout to Earl. 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