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
Was finna slit my eyebrows up in the shop but nahhhhhh. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Mixed Safe User Added
Warriors ain't winning shit if Curry keep playin like a bitch Mixed Abusive User Added
Wanted to eat her pussy from the back but she's sleep...smh Mixed Abusive User Added
Want to touch tha boootyyyyy....neeeeed to touch the heinie 🍑 Mixed Safe User Added
Want to go get this brownie, I'm stuck doe. Mixed Safe User Added
Want to cry cause of the girls at La fitness ... Imma bitch Mixed Abusive User Added
Want some cheese with that whine bitch ?! Mixed Abusive User Added
Wanna find out the truth about somebody? Just tell em "NO" and watch the real bitch nigga or hoe come out em! Mixed Abusive User Added
Wallah does this dumb bitch dream about the fucking lottery to wake up this early and play fuck you hoe. Mixed Abusive User Added
Wallah I'll drop kick this bitch Mixed Abusive User Added
Walked into a party and they was playin Nelly - Air Force Ones. I walked outta that bitch immediately and littered in their yard Mixed Abusive User Added
Walked in wit a new bitch on me, got niggas mad but I know it 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