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
With my partner in crime riri22barbie yesss 💀 bitch stole my look! Hah #vegasqueens #ladykimora 💋💋 http://t.co/wXKj826B1E Mixed Abusive User Added
With my best bitches @nerissaloren @robertenders http://t.co/nsNgQ3q0 Mixed Abusive User Added
With birds ill share this lonely view Mixed Safe User Added
With a pussy mullet Mixed Abusive User Added
Wish they'd teach Tracee. RT @kanYeBreast: all chihuahuas do that squinty eye shit. I think it's hilarious. Mixed Abusive User Added
Wish i had a bad bitch tonight where they at? Mixed Abusive User Added
Wish I would let you dig in my pockets ... God bless you w/ breath in your body... Lazy ass bitch get up & start grinding Mixed Abusive User Added
Wish I got hoes like James Bond Mixed Abusive User Added
Wish I coulda said more to @EmmaleeeParkerr tonight. Good seeing you fag. 😜 Mixed Hate Speech User Added
Wish @alliemathews would stop being lazy and be a little rebellious. Come to Indy bitch titz. @tyler_yost misses you Mixed Abusive User Added
Wintertime .. Bout to turn the grind back on .. Don't spent enough money wit u niccas Mixed Abusive User Added
Winter weather gon have a niggah in his feelings 😠😔😏😪💕 . 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