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 been to mushroom mountain Once or twice but who's countin' But nothin compares To these blue & yellow purple pills💜 http://t.co/fMjlVMEqDO Mixed Safe User Added
I been thugging theses hoes since pre-school 😂 Mixed Abusive User Added
I been slackin on the ice game i needa cop a watch , so i can fuck me a instagram hoe & press Block Mixed Abusive User Added
I been in this hospital since 6 I'm just tryna stay awake for 2more hrs then I can sip this D'usse and party with the rest of the coons Mixed Abusive User Added
I been in Atlanta 15 mins nd got 2 bad hoes numbers Mixed Abusive User Added
I been goin thru some shit from my niggas to my bitch they lookin like they wanna switch Mixed Abusive User Added
I been getting money, I ain't worried about a hoe 😏💸 Mixed Abusive User Added
I been getting money I ain't worried bout a hoe 💯🙈✌️😎👑👌🙏💁 Mixed Abusive User Added
I been getting money I ain't worried bout a hoe Mixed Abusive User Added
I been getting bitches my whole life I been getting money my whole life 😎😎😎 Mixed Abusive User Added
I become more of a bitch day by day😂😂😂 Mixed Abusive User Added
I beat the pussy up- yg 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