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
You are a jiggaboo...! Mixed Hate Speech User Added
You are a bitch. #CallEmLikeISeeEm Mixed Abusive User Added
You are a bitch. Mixed Abusive User Added
You are a BOY you DONT say "clutch" fag ass. That's that bitch shit lingo tf. Mixed Abusive User Added
You and yuh bitch ass ull get smacked quick Mixed Abusive User Added
You and that BBW shit can get TF off this planet. Take these stud hoes with you too. Mixed Abusive User Added
You always see some shit on Old York Rd on the late night I done seen like 4 tranny and a midget Mixed Abusive User Added
You always find something to bitch about. Mixed Abusive User Added
You always buy me colored goldfish when my stash is low, and you are a constant inspiration to me and… http://t.co/nCPd8uSljf Mixed Safe User Added
You all are retarded if you really Kendrick was trying to diss all those rappers, don't think just cuz names were said he was coming at them Mixed Safe User Added
You ain't trynna fuc ? Get ya shoes hoe Mixed Abusive User Added
You ain't squad lil bitch 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