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
Meek mill said get yo game up before you lose yo bitch damn lol Mixed Abusive User Added
Meek do some nut shit one time he a bitch I guess y'all forgot all the hoe shit Wale did on twitter oh ok ☕️🐸 Mixed Abusive User Added
Meatloaf cream potatoes deer steak and gravy pinto beans and cornbread pear cobbler n bread pudding @ FHC Mixed Safe User Added
Me: put a twist tie on the bags of ice or you'll get it all over your car Kiersten: NAHH bitch it'll be all cool.... http://t.co/158FCOn7SD Mixed Abusive User Added
Me: downloads flappy bird* Sierra: "welp there goes school" Mixed Safe User Added
Me: "Mom, honestly, thank you for making me a bad bitch." Mom: "You've gotta stop." Mixed Abusive User Added
Me. RT @OfficialCNote: coolin with all my hoes http://t.co/vCME41IsMg Mixed Abusive User Added
Me when folks try to come for me. 😂 Ok hoe, cool! http://t.co/QduFiVVwHa Mixed Abusive User Added
Me to @sarayeagley "Caffenate me, bitch" because I don't know how to use Dave's coffee maker #struggles #CLEadventures Mixed Abusive User Added
Me n niccas ya type Neva exchange #'s .. Wanna talk down n still gain from us! Mixed Abusive User Added
Me gusta pollo so español that. Lol. 🍗 Mixed Safe User Added
Me calling bout a nigga 😴 shit for the birds. & then a nigga that ain't fucking me 😂 I do not fucking care 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