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
How bout them redskins? Mixed Safe User Added
How are you gonna be a cunt to your friends Mixed Abusive User Added
How are @terry_chappell and I supposed talk shit about @Condawg907 bitch ass now that he has a twitter?!): #confused <3 Mixed Abusive User Added
How about a Charles in Charge movie with Shia LeBouf as Charlie and Ryan Gosling as Buddy. #WhyNot. Mixed Safe User Added
How Paul gonna pick up the ball after a score, and bitch to thevrefs and the Warriors bench without getting a T? Mixed Abusive User Added
How I'm supposed to know you not just a butch dyke if yeen got a beard, my man? Mixed Abusive User Added
How I beat up the pussy http://t.co/40YiW6e2cH Mixed Abusive User Added
Houston has so many trash drivers Mixed Safe User Added
Horse racing, bitch. Mixed Abusive User Added
Horny mature babe in a kimono has her pussy fingered and fucked http://t.co/RmAMISXW5c Mixed Abusive User Added
Horny cougar gets two cocks shoved in her pussy http://t.co/wYF4ew32hF Mixed Abusive User Added
Horny called me asking her to buy her a drink this morning and then this jiggaboo walks in WITH A SONIC DRINK IN HER HAND #DONE 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