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
@kieffer_jason yes bitch, your a fucking square Mixed Abusive User Added
@kieffer_jason wtf u think u ole pussy ass nigga Mixed Abusive User Added
@kieffer_jason wtf r u talking about I was in Plano tx what r u talking about pussy boy Mixed Abusive User Added
@kieffer_jason umm you sure the hoes I talk to aren't ugly Mixed Abusive User Added
@kieffer_jason u will see it on Saturday and if u don't show up then your a bitch made nigga pussy ass nigga Mixed Abusive User Added
@kieffer_jason u want me to panda express so someone. Can break up the like fuck stick to plan and go to Plano get that bitch out your blood Mixed Abusive User Added
@kieffer_jason u made me drive all the way to Plano then wanna bitch out Mixed Abusive User Added
@kieffer_jason u going to get dropped bitch im a fucking nigga who got a fucking dick Mixed Abusive User Added
@kieffer_jason u feel like dumb ass don't u pussy boy Mixed Abusive User Added
@kieffer_jason u can have a tool bet u want shoot it tho pussy ass nigga but u can't through dem hands tho Mixed Abusive User Added
@kieffer_jason u can bring that bitch to. Mixed Abusive User Added
@kieffer_jason sorry don't know what to tell you but to get your pussy ass off my twitter 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