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
@AleeeD_ bitch who do u love Mixed Abusive User Added
@Alan_Casillas niggah lol i had 6 beers before i went to the bar then had 4 beers at the bar then got a 12pck on the way home lool Mixed Abusive User Added
@Alan_Casillas nah i thought u had to bitches lol didnt know peters girl was one of them lmao Mixed Abusive User Added
@Alan_Casillas lol bitches from riverside to LA ahah Mixed Abusive User Added
@Alan_Casillas haha shit niggah i wish Mixed Abusive User Added
@Alan_Casillas bitches or wat Mixed Abusive User Added
@AlanMilner @Morning_Joe AlQueda doesn't use cell phones or the internet? Wow you #teabaggers are stupid Mixed Abusive User Added
@AjKFAN Big congrats to all! I expect him to be blogging on rube chat in a few days! Now get some sleep, you will need it! Mixed Safe User Added
@Air_Zeke_12 hell yeah I got bokoo hoes when I had my fro Mixed Abusive User Added
@AirSimba9 I don't be on the hoes but these hoes on my snapchat Mixed Abusive User Added
@AidaApple14 imma bitch i know , leave me alone Mixed Abusive User Added
@Adrian1_knowsu nigglet 😒😘 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