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
Not every girl likes a sweet ass emoji ass nigguh. Some girls like a "you sexy af" ass nigguh Mixed Abusive User Added
Not even sweating these hoes 😌🙌 Mixed Abusive User Added
Not even 20 and I've already smoked out 2 countries bitch. I do what the fuck I want. Mixed Abusive User Added
Not eating pussy is un-American. Mixed Abusive User Added
Not associate but ya nicca Mixed Abusive User Added
Not allowed to play flappy bird around grandma because she swears at me to stop swearing lol Mixed Safe User Added
Not about to play these games with this bitch Mixed Abusive User Added
Not a word on Jihadi stream about the Kurdish female suicide bomber in Kobane. That story undermines their mythology on several levels. Mixed Safe User Added
Not a neanudda bitch @CONSTANTINE_D_ Mixed Abusive User Added
Not a fan of her... guess im the minority.RT @KfromtheG: Beyoncé ratchet ass is trash RT @Vagitarian__: you're the anti christ. KfromtheG Mixed Abusive User Added
Not a cloud in sight, too pretty to ho to work. #iwanttoplay Mixed Abusive User Added
Not All Straight Men - I am frustrated. Unlike on OKCupid, queer folks don’t have the ability to block... http://t.co/hBF2xZa0ke Mixed Hate Speech 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