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
dear spoiled suburban bitch... Mixed Abusive User Added
dear michele bachman... shut the fuck up you crazy bitch. Mixed Abusive User Added
deans crying because she needs to pee peter keeps saying nigger Mixed Abusive User Added
dealing with your bitch ass is so annoying Mixed Abusive User Added
deal with you bitches when I feel like it Mixed Abusive User Added
deadass wanted the sauce till shit got real then niggas wanna back up ooh iight then smh pussy Mixed Abusive User Added
dblite works like a charm in OpenWrt Arduino Yun with full test coverage. The gyp version would rarely made in there https://t.co/4JRj1Ezc1S Mixed Safe User Added
dats why u can't pass up on bitches cuz dey ah make it seems like u sweating dem....Man U knw dat man could've fuck u Mixed Abusive User Added
dat mean u ugly hoe if only getting fuck doggie style 😩😩😂 #plies hot nigga http://t.co/VsOqnUoh5V Mixed Abusive User Added
darf retarded lol Mixed Abusive User Added
damnnnn when u unfollow ah bitch after fucking wit dey nigga dat make y'all feel some kind of way😳???? Mixed Abusive User Added
damn they gonna leave beth here long term. trash 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