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
@lucioxnava how about darkskin dykes? Mixed Abusive User Added
@luchadora41 so was slavery, prohibition and not letting women to vote... segregation jim crow laws.. etc etc i can do this all day lol Mixed Safe User Added
@lucas_wright955 @MichaelGT03 faggots Mixed Hate Speech User Added
@lovenati omg...what a retard...should have asked her which weighs more? Thousand pounds of feathers or a thousand pounds of steel? Mixed Abusive User Added
@lovenati after a 2 day bitch fest maybe Mixed Abusive User Added
@louisck a video i made -- Porn Actress Sexy Capri Anderson Kissing Video with Charlie Sheen http://t.co/VTH4r762 via @youtube Mixed Safe User Added
@louiev_ lol just getting this..early bird catches the worm! Mixed Safe User Added
@lordjamar your disgusting, you should be banned from talking about Hiphop, retards like you belong in the 40's with your retarded ass logic Mixed Abusive User Added
@lord_jonesss none of my business ? Nigga if you get that I'm living with you lol and I'm stealing one of them bitches and 100k 🐸☕️ Mixed Hate Speech User Added
@longbongchris same here nigga the minute it dropped I got it. Fuck with our team bitch Mixed Abusive User Added
@longbongchris mk Hun just textith me Mixed Safe User Added
@longbongchris I don't see how ud get pussy when u yourself are a pussy. 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