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
@JerGucci ur avi prolly shoot dust out your phone cuz that shit so old u cat fishing the bitches on here lmao Mixed Abusive User Added
@JerGucci she can suck dick tho that's better than brownies Mixed Abusive User Added
@JerGucci my luck the bitch gonna drug me an I won't even kno what happened lmao Mixed Abusive User Added
@JerGucci go on Craigslist bitches be on there 😂😂 Mixed Abusive User Added
@JerGucci I can trap anywhere I wanna just because I ain't a bitch n in rarely solo. Mixed Abusive User Added
@JennyTripleTit it's also a bird, a city, and a math theorem. I make no assumptions! Mixed Safe User Added
@JennyReyes42 @iamadamg_ awwe i love you too jenny! Your so damn perf & NOT ugly. Seriously dis bitch must be blind! Mixed Abusive User Added
@JennyMcCarthy don't let idiots that can't even spell retarded get you down. Mixed Abusive User Added
@JennyJohnsonHi5 Did you say spray tan? **Charlie Crist switches back to Republican** Mixed Safe User Added
@JennaHord12 Nooo Amber's supposed to kill me fag Mixed Abusive User Added
@JennaHord12 Feels like it's been a year since I seen ya queer lolol Mixed Abusive User Added
@JeffBlogwell time to call hoes 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