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
@ryanhoover like we all never gave the camera "the bird". Mixed Safe User Added
@ryanhoover @toddkincannon I'm a vet Ryan. TK rocks! You're just a useless geek. Oh, and you have a face like a bitch. Mixed Abusive User Added
@ryancruz_ brandy wanna b down ass bitches 😕 Mixed Abusive User Added
@ryancommakerry I'll actually kill that bitch Mixed Abusive User Added
@ryancommakerry @dianaaaxo @JennaAmendolare guys number 42 on the Yankees looks like uncle Stevie LMAO IM DYING Mixed Safe User Added
@ruby_knox @all_about_kk @squirtnetwork Why would i pay sex ,when i can getfree pussy that makes no sence at all Mixed Abusive User Added
@rubberchloe okay love you bitch Mixed Abusive User Added
@rowboy_quest promotion that's hoe ya do it http://t.co/Tpnmbd6z Mixed Abusive User Added
@ronsonsolaqa I love you too pussy.... Lmaooo Mixed Abusive User Added
@ronniecaine so 'how bout now' was just trash huh. Mixed Safe User Added
@ronniecaine no in the instrumental I'm not retarded -_- Mixed Abusive User Added
@rochaaxx yellow 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