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
& I keep that bitch on me , it's part of my fashion So nigga see me when you see me , catch me in traffic Mixed Abusive User Added
& I MOST DEFIANTLY WILL NOT let no bitch who FW a nigga I ALREADY HAD get the best out of me 😂😭 Fuccin wit my Hand-Me-Downs & shit Mixed Abusive User Added
✌️ out bitch I'm winning 😎 http://t.co/k3l15zoBGz Mixed Abusive User Added
⚡️⚡️ why lie you're my nigguh 😎 Mixed Abusive User Added
★@★@★@★@★ GRAND OPENING ! ★@★@★@★@★ TOP CLASS ★ Oriental Massage ★ PERFECT !★/ http://t.co/ydZYr4dVS4 Mixed Safe User Added
★@★@★@★@★ GRAND OPENING ! ★@★@★@★@★ TOP CLASS ★ Oriental Massage ★ PERFECT !★/ http://t.co/dMXPLroaJ2 Mixed Safe User Added
★@★@★@★@★ GRAND OPENING ! ★@★@★@★@★ TOP CLASS ★ Oriental Massage ★ PERFECT !★/ http://t.co/4Hhxk9MKHe Mixed Safe User Added
★@★@★@★@★ GRAND OPENING ! ★@★@★@★@★ TOP CLASS ★ Oriental Massage ★ PERFECT !★ http://t.co/zibllnm1ZS Mixed Safe User Added
★@★@★@★@★ GRAND OPENING ! ★@★@★@★@★ TOP CLASS ★ Oriental Massage ★ PERFECT !★ http://t.co/O8JoZOKFEI Mixed Safe User Added
★@★@★@★@★ GRAND OPENING ! ★@★@★@★@★ TOP CLASS ★ Oriental Massage ★ PERFECT !★ http://t.co/K2iBFLgs4Z Mixed Safe User Added
★@★@★@★@★ GRAND OPENING ! ★@★@★@★@★ TOP CLASS ★ Oriental Massage ★ PERFECT !★ http://t.co/FhGqF0RWBE Mixed Safe User Added
★@★@★@★@★ GRAND OPENING ! ★@★@★@★@★ TOP CLASS ★ Oriental Massage ★ PERFECT !★ http://t.co/2POFGc7ohC Mixed Safe 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