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
@ivanrabago_ at least put a caption when stealing the pic fag lol Mixed Abusive User Added
@ivanrabago_ @MANIAC3X @Woody_AFC we should play together soon I've been playing with random faggots but it's fun Mixed Abusive User Added
@ivanrabago_ @Buckm00se I blocked that annoying ass sand nigger claims to not be biased but yet no one can say anything about khan Mixed Abusive User Added
@itzbreak that spear chucker? Hell no. Mixed Abusive User Added
@ittybittyber playas fuck up too lmao but that's like on trash FORREAL you a crazy one I see 👀👀😵 Mixed Abusive User Added
@itssdaviddd retard alert Mixed Abusive User Added
@itskingdee @GorgeousCamry_ no ion gotta do a bitch ass thang if you dont like wtf im saying unfollow me Mixed Abusive User Added
@itsjustmexo ur a cunt nd a wish a was a faggot Mixed Abusive User Added
@itsjaylaaa not a bitch that's for sure Mixed Abusive User Added
@itsjaylaaa eat shit nigga bitch turd bag dick beetle Mixed Hate Speech User Added
@itsjaylaaa I don't fight bitchez. They bitch during it to much. Mixed Abusive User Added
@its_selenaaaa karma a bitch bruhh 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