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 @gabalini: @LifeNewsHQ not surprised stupid bitch@Jane Fonda #American troops Vietnam Mixed Abusive User Added
RT @gab_mccarthy: @rosestokoe @JuliaMarie892 @_suline @violetethompson @CAmatuzzo but then there's the yellow writing on the black jerse ... Mixed Safe User Added
RT @gaaybriel: I love pussy 😋👅💦💦🐱 Mixed Abusive User Added
RT @fxckabbie: Like I know I can be a bitch sometimes but some people need to know their levels Mixed Abusive User Added
RT @fvxxk: A female will automatically assume you have hoes if she finds you attractive. 😟 Mixed Abusive User Added
RT @fvxkcollin: pussy so good had to save that shit for later 😂😂 https://t.co/CHjFoqzY6m Mixed Abusive User Added
RT @fvtboy: Half the bitches that say tfti , wouldn't even go I bet. Mixed Abusive User Added
RT @fvckzaina: The only D yah bitches should be thirsty for http://t.co/jl7J8xpiIH Mixed Abusive User Added
RT @fvckteej: I feel like eating pussy right fucking now Mixed Abusive User Added
RT @funnyorfact: Real friends don't get offended when you call them bitch, hoe or slut. They smile and call you something more offensive.. Mixed Abusive User Added
RT @funnyorfact: If I was stranded on an island and could only bring one thing, I would bring Dora. That bitch has everything in that fu ... Mixed Abusive User Added
RT @funkQdelic_ACE: Waka Flaka a lucky retard lol 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