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
' Being in love stressful ma niggah . Mixed Abusive User Added
' Beat the pussy up till its red like rosters and after I fuck I get to moovin like the hoovas 󾆐✌️ . Mixed Abusive User Added
' Babyy moaaaanin 󾍃󾍆 Got me zone'nn...... I want this bitch next to me , pussy like ecstasy 󾬏 . Mixed Abusive User Added
' Baby moanin.... Got me zone'nn , I want this bitch next too me.... Pussy like ecstasy 󾭛󾌡 . Mixed Abusive User Added
' August Alsina Deserved that 󾭻󾭻󾮞 My niggah . Mixed Abusive User Added
' Annnie say fuck that niggah , he soo weak ! 󾌴 He can't tell that you a freak 󾌬 That you ain't lookin for love .... http://t.co/62URiSgiQ1 Mixed Abusive User Added
' And you know that I believe it , cause her pussy to mee... 󾌡󾍘 And she don't fuck with many niggahs , she don't fuck with any niggahs 󾍃 . Mixed Abusive User Added
' All the hoes loyal 󾌵󾌵󾮞󾬏 Mixed Abusive User Added
' All jokes aside , I'm goin thru it a niggah heart hurt smh . 󾬎 . Mixed Abusive User Added
<-- nudes are trash Mixed Safe User Added
<<<when it's yellow outside Mixed Safe User Added
<<<<<<when bitches be doing too much on twitter 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