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
@Mika_Tan would be perfect w/a graham cracker flavored bun or a maple dougnut bar. Mixed Safe User Added
@Mijo_LGI you're such a bitch Mixed Abusive User Added
@Mijo_LGI all I heard was I'm a bitch nigga Mixed Abusive User Added
@Mightyy23 well I for damn sure ain't putting on no pussy ass romo jersey Mixed Abusive User Added
@Mightyy23 i don't FW that nigga he pussy Mixed Abusive User Added
@Mig_uel04 really telling me to call him boo.... Uhhh naw 🙅 you the niggah & that's that 😜 Mixed Abusive User Added
@MidwestXPride have her learn the first 30 seconds of Flesh and the Power it Holds- Death. That riff would be cool for a bird to do lol Mixed Safe User Added
@Mids_areForkids lmao im bein foreal fuck all them bitches like that! Mixed Abusive User Added
@Midnight_Snacka wow your fucking lame we all laughing at ya. Hey fat ass u want Twinkie, and what u said made no sense go eat or something Mixed Abusive User Added
@Midnight_Snacka u calling me a pussy but u not bout shit fuck all this talking let's pop shit off then Mixed Abusive User Added
@Midnight_Snacka now fuck that stfu shit how a bout u stop being a little bitch and get it round cuz u avoiding question u fucking scarry Mixed Abusive User Added
@Midnight_Snacka bitches like u be proving my point, u speak on shit u know nothing about I got a fucking at studio movie grill just stfu 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