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
Country music and rap music both talk about the same basic shit repetitively. Cars/trucks, bitches/women, beer/drugs. Guns lol Mixed Abusive User Added
Country Bumpkin Word of the Day : yokel http://t.co/aBpFZgJU Mixed Safe User Added
Counting money while my bitches sleep. Mixed Abusive User Added
Couldn't pull my nigga in ya wettest dreams hoe😎 Mixed Abusive User Added
Couldn't care less about any bitch 👏 Mixed Abusive User Added
Coulda been fckd yo bitch 😴 Mixed Abusive User Added
Cost $250 RT @BrandNewAndrew: “@ItsNotHarold: I ain't buying no pussy I got too many followers for that” u in Vegas. Dont miss opportunities Mixed Abusive User Added
Correction: He better bring ONE classy bitch home because momma ain't going to be dealing with random hoes in the house ! 💃💃👯🙅 Mixed Abusive User Added
Correction: >>>>when the sky is yellow, death is upon us. No. I'm scared Mixed Safe User Added
Corey is trash Mixed Abusive User Added
Coors light is trash. Yuck. I don't even like beer. Mixed Safe User Added
Coons RT @YSL_Ron: these hoes love putting spaghetti and salad on the same fucking plate....*smh* 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