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
What kind of sorcery is this.... RT @OfficiallyIce: Nope RT @2charmss: Eat this pussy while im on my cycle & call it Cherry Pie Mixed Abusive User Added
What kind of person am I : the one that wears a beanie and does drugs and likes to fuck with bitches Mixed Abusive User Added
What kind of bitch ass throw was that Alex. Fuck. Mixed Abusive User Added
What jealous hoe made this? http://t.co/95rdO7RHvq Mixed Abusive User Added
What is up my twitta niccas! Mixed Abusive User Added
What is this the @Yankees are doing today? Using those wooden things and making it all the way around the bases? Weird. Mixed Safe User Added
What is Twitter even for? Lmao This hoe wack af Mixed Abusive User Added
What if I was on my ass that mean she get half of my cash? Man that bitch can kiss my ass Mixed Abusive User Added
What if I talked ghetto lol I'd be so annoyed of my self Mixed Safe User Added
What ever happened to the Teen Titans of my day and why must they mock me with this Teen Titans Go? Mixed Safe User Added
What else come on on mondays im not finna watch that trash, ive destroyed enuf brain cells. Mixed Safe User Added
What do you do when you the nigga thats currently cuffin a bitch dats getting exposed? 😂😩😭😂😂 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