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
You can't put anything past a New York bitch. Or a Detroit bitch. Or a Chicago bitch. Mixed Abusive User Added
You can't play me for a fool my niggah Mixed Abusive User Added
You can't owe me shit ion trust niccas Mixed Hate Speech User Added
You can't owe me shit I don't trust niccas! Mixed Abusive User Added
You can't call a bitch a bitch if you're a bitch Mixed Abusive User Added
You can't blame me for the bitches I attract.. Y'all say ima asshole when I talk about hoes... but that's kinda what I be having. Mixed Abusive User Added
You can't be mad when people call you a hoe if you out here acting like one Mixed Abusive User Added
You can say I'm just a fool, that stands for nothing. Well, to that, I say you're a cunt http://t.co/UA5gs1jaLF Mixed Abusive User Added
You can only say the word negro if it's attached to the word league. Then we're totally cool, guys. Mixed Safe User Added
You can expect me to be a total bitch towards you now yet again. Mixed Abusive User Added
You can call me a bitch, OK! But a the thief get out of here. Smdh Mixed Abusive User Added
You can buy my fucking life and you've never even broken a sweat stop crying bitch @KylieJenner http://t.co/cipWztVnUo 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