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
@RicoChavo oh, you cute, you fancy bitch! Mixed Abusive User Added
@Ricky___m you bitch -.- Mixed Abusive User Added
@RickyNgan target got them high class hoes Mixed Abusive User Added
@RickiRoma shut the fuck up. You guys a mediocre washed basura juice. Sit down and win close games against raiders and jets faggot Mixed Abusive User Added
@RickiRoma bitch watch ya tone before I drag you to the recycling bin you bitch ass nigga. You gon end up like limewire ol .exe ass nigga Mixed Abusive User Added
@RickBakas Not hard to...she's kind of a hoe. 😁 Mixed Abusive User Added
@RichxInxFlavor I'm not a fag. Gtfo Mixed Hate Speech User Added
@RichardEngel ugh..and lemme guess they have yellow cake too? Heard this story before.. Mixed Safe User Added
@RichHomieLexx_ tryanna explain sumn to des young boys out here now days,they don't know wat a true pimp is I be pimpin des hoes moma Lmfaoo Mixed Abusive User Added
@RichBum_Mitch say how you do that I got this lil bitch who ain't getting the memo Mixed Abusive User Added
@RicHieDev_ @CONVERSES_ON she can stay as close as she pleases nigguh Mixed Abusive User Added
@Rhyds_herrrrrr shoulda came to bird mans that shit was so lit 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