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
Cleveland is the best team for manziel honestly the OC can use the offense he had with the redskins & the browns D is nice wit a def HC Mixed Safe User Added
Clearly I'm afraid of birds http://t.co/qA4O9Dr4vp Mixed Safe User Added
CleanUp bitch i just got off the phone with em! Mixed Abusive User Added
Classy rich family kids doing drugs and tryina be all ghetto and shit,while actual ghetto poor kids looking for education to get outta there Mixed Abusive User Added
Clan of retards... Mixed Hate Speech User Added
Claim to be a boss but you a lil broke bitch 😂 Mixed Abusive User Added
City highway skyscrapers building lights yellow blue http://t.co/kOC9uYBFqV Mixed Safe User Added
Citi field bitches http://t.co/gHxXmb3M Mixed Abusive User Added
Cigarette break nd wtf are Mt eyes glowing like Charlie Murphy in the madd real world lol http://t.co/eRkuSr3Q Mixed Abusive User Added
Ciara not a ghetto name.. Well kinda but it’s not “ASHANTI” Mixed Safe User Added
Chuck E Cheese isn't the same as when I was a kid. Chuck a skinny bitch & they took away the ball pit. Man wtf Mixed Abusive User Added
Chris bosh made danny green his bitch last night 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