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
RT @teeaduh: "so many hoes, it should be an ethnicity" Mixed Abusive User Added
RT @teapot: Stuff broke loose, must not panic and share GIF instead http://t.co/JL4GuIeJ84 Mixed Safe User Added
RT @tcaputo44: Trust no bitch #wordsofadvice Mixed Abusive User Added
RT @tbhjustzach: why be negative when you can be positive fucking smile you beautiful bitch Mixed Abusive User Added
RT @tbhjuststop: my score on flappy bird is higher than the broncos score right now Mixed Safe User Added
RT @tbhjust: "what are you twelve" yeah on a scale of one to ten bitch Mixed Abusive User Added
RT @tbhbooty: Latina pussy be like http://t.co/VORy1vgH4U Mixed Abusive User Added
RT @taysymonee: Some of you hoes got so much to say with so little💆 Mixed Abusive User Added
RT @taysymonee: @1inkkofrosess that hoe so icy😭🔥 Mixed Abusive User Added
RT @taypaynay: Little bitch Mixed Abusive User Added
RT @taymy_: I be so confused when y'all be tweeting "I wanna bitch that can roll my weed &smoke all night with" like wtf kind of standards … Mixed Abusive User Added
RT @taymaeGOTEM: Bitches tweets be like... "I wanna suck some dick 🍆" then be like... "✋ Chill it's just a song! " bitch what song is… 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