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
I be out that bitch with the quickness Mixed Abusive User Added
I be lying in got theses bitches like u on my fuckin mind... but I be really focus just on this money!! Mixed Abusive User Added
I be lonely😂😂 I have no hoes 😩😂✋ Mixed Abusive User Added
I be like... bitch please. lol http://t.co/PNVmaacWY0 Mixed Abusive User Added
I be like nigga you's a real mark ass bitch for that lol Mixed Abusive User Added
I be joked out at half the broads on here that brag about how good they pussy/head game is... Mixed Abusive User Added
I be jamming Skid Row,Kix,Cinderella,Damn Yankees,Bon Jovi,Def Leppard,Whitesnake,Extreme,Vinnie Vincent Invasion,Ratt,Scorpions etc Mixed Safe User Added
I be drippin in so much damn sauce, got bitches ready to lick it off 😂😏 Mixed Abusive User Added
I be damn if i go ova dea n get my ass blown💣 up i kno wat it look like bitch i play 🔫Call Of Duty frequently Mixed Abusive User Added
I be chillin wit the bitches cuz a lotta niccas fake Mixed Abusive User Added
I based niggas on how they bitch look 😂😂😂 Mixed Abusive User Added
I b tryna remind these bitches ... I knew u b4 dis social network fame 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