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
The same bitches that failed geometry know exactly what angle to use to take that perfect selfie Mixed Abusive User Added
The same bitches telling you to let it go are the same ones that would go in and grab it right after you.💯👏 Mixed Abusive User Added
The right for an English person to go about his business is more important than any suspicion of some rouge wog cop. Mixed Safe User Added
The rich kids of beverly hills is trash and not even entertaining trash. And why do they all look mid thirties? Mixed Hate Speech User Added
The republican teabaggers hate this but screw em. http://t.co/6iutHYvhQm Mixed Safe User Added
The redskins should change their name to the injuns Mixed Safe User Added
The redskins just begging to lose this game smh Mixed Safe User Added
The reason Shelby hates sandwiches is because he is a queer. @RonandFezSXM Mixed Hate Speech User Added
The question alone 😩😂😂RT @KfromtheG: What city got the most bitches with gold teeth? Mixed Abusive User Added
The punishment should fit the crime. For instance, if you take the last Twinkie you should choke on that Twinkie. Twinkie's are sacred. Mixed Safe User Added
The pro-ISIS Jihadi prayer from Hajj making the rounds now. http://t.co/5ee3eDXuOa Mixed Safe User Added
The price is wrong, bitch 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