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
Johnny is a punk bitch doe Mixed Abusive User Added
Johnny Rebel - Quit your bitchin' nigger!: http://t.co/uCGhrY7zGe Mixed Hate Speech User Added
Johnny Rebel - If I could be a nigger for a day: http://t.co/JPKdkpbjxh Mixed Hate Speech User Added
Johnny Manziel just flipped somebody the bird... Mixed Safe User Added
Johnathan Martin is a straight up pussy. #ManUp Mixed Abusive User Added
John McCain trashes Jay Carny live on CNN - #Syria #ISIS #Obama http://t.co/ZT690BkTrI Mixed Safe User Added
John Legend is showin this country bitch up on her own song Mixed Abusive User Added
John Kerry.... the SELLOUT: http://t.co/SFIRSvDy #neverforget how this pussy screwed our troops in Vietnam. Now he's rewarded. Disgusting. Mixed Abusive User Added
Joes parties got hoes but it's always hot as hell Mixed Abusive User Added
Joe young gone shoot that bitch Mixed Abusive User Added
Joe ripping on a Nobel prize winner while hes not their. What a little bitch #morningjoe Mixed Abusive User Added
Joe Budden always flexin on average twitter niggas wit his pool parties n bitches, the nigga can't compete wit otha rap niggas 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