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
Me and this song bird sang in the same HS gospel choir!! http://t.co/aJ5HwhpRwc Mixed Safe User Added
Me and my nigguh stay doin it Mixed Abusive User Added
Me and my nig @yungNAUGHTI be running shit in Miami on the court, we only lost one game in 3 days Mixed Abusive User Added
Me and my homie @hou_hefner ROCKIN that bitch all night #MeetUsHere NOW❗️❗️❗️❗️ http://t.co/06olvik6lD Mixed Abusive User Added
Me and my bitch song #IfIHadMe1 http://t.co/Qlt02eLfAf Mixed Abusive User Added
Me and my bitch http://t.co/AsYjv2K4Tt Mixed Abusive User Added
Me and my big ol titty bitch @saverearose http://t.co/hGmdurJFYT Mixed Abusive User Added
Me and da @iamcolinquinn gonna do a reboot of da Jeffersons. Only dis time he gonna be Weezy and we married pre op trannies Mixed Abusive User Added
Me and Bryan still out this bitch Mixed Abusive User Added
Me & my next bitch gone turn up on the fashion side. & we ain't wearing nun of that designer shit. That shit basic af Mixed Abusive User Added
Me & hubby relaxing from the studio for a lil...then headed str8 to my honey doo wop wops bday bash Kristen... http://t.co/FOnJOFdzJC Mixed Safe User Added
Me & Lew differ on philosophy I say smack that bitch bet she watch her mouf 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