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
@CheyenneDoan cause hes a faggot Mixed Abusive User Added
@Chefboyrnach Vegeta a super hoe then. But he did snack Goni up something fierce during Buu saga :wow: Mixed Abusive User Added
@Cheesus85 @greyyygoose faaaaggggottttt, speaking with the blonde hair and confused, you're a hypocrite, cuz you're a faggot Mixed Hate Speech User Added
@CheckMyLingo_ @Kingpin_Terror ima get this so every time I throw trash away its where it really belongs http://t.co/DRGBekvzun Mixed Safe User Added
@CheCha__ be gone my nigguh Mixed Hate Speech User Added
@ChaseManhatttan you become retarded Mixed Abusive User Added
@ChaseBasford chase you God damn faggot 😂😭😂😭 Mixed Hate Speech User Added
@ChaseBasford @justinbieber I was 200 bitch Mixed Abusive User Added
@CharlseyKay Homeee fag Mixed Abusive User Added
@CharlieDaniels Come on Charlie! OUR GOVERNMENT WAS JUST TRYING TO PROTECT THE DESERT TORTOISE! Atleast, that's what Barack Obama Says... Mixed Safe User Added
@Charlie4927 Hi Charlie, have a great day Mixed Safe User Added
@Charlie4927 @StacyDmomof5 @RevkahJC @cantUCIMblonde @Kacado @PattiSM74 Hi Charlie 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