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
@05proFESSOR Charlie Sheen could coach better than Crusty Dusty. Yeah they hired Bryan Price, the pitching coach Mixed Safe User Added
@05proFESSOR ... That's what happens when your getting pussy. Pussy or Twitter? Seems like a clear cut choice to me. Hahahaha Mixed Abusive User Added
@05235fd083ad408 hick yes Mixed Safe User Added
@01TakesTheLead no bitch I had to use my whipers!! Mixed Abusive User Added
@ the person who significant other a hoe and you the s/o cheating Mixed Abusive User Added
@ the chick who is gorgeous and so fine but her pussy stinks Mixed Abusive User Added
@ me tho “@_Mashphatrabbit: This bitch wants to be included so fuckin baldly bruh!!!!” Mixed Abusive User Added
@ me bitch Mixed Abusive User Added
===> RT @kylegotjokes: All good pussy comes with a price tag Mixed Abusive User Added
:/ well that sucks that Kobe is out now... he's still filthy, you can hate him all u want but if you dont have respect for him, ur retarded Mixed Abusive User Added
:) "@PeterDavidsonII: At some point, we need to discuss how delicious the vegan brownie from @busboysandpoets on u St. tastes!" Mixed Safe User Added
99 problems but a bitch ain't one 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