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
@dbro800 pussy you can't fight 😴 Mixed Abusive User Added
@daydaaaaaa hay pussy cat 😛😝👋👋 Mixed Abusive User Added
@davidlyon1690 @_shannonmacleod he wants pussy, nd a dini mean a cat Mixed Abusive User Added
@davidly62793584 how many fuckin fags did a even get? Shouldnt be allowed into my wallet whilst under the influence haha Mixed Hate Speech User Added
@davidly62793584 hahahaha, aw nut... We should try and capture that cunt Mixed Abusive User Added
@davidam_23 yes so you could leave fag Mixed Abusive User Added
@daveyy_jayy lmao mark is the only guy left there he's about to get some pussy Mixed Abusive User Added
@davegetnmoney my phone's doin da pussy right now lol Mixed Abusive User Added
@datexehmm So bad bitches intimidate you, in other words? Mixed Abusive User Added
@datachick Humanity really needs to get past this whole "slow down and stare at the scene of an accident" ape mentality we have :-/ Mixed Safe User Added
@darthdanaa Yes you do retard. Mixed Hate Speech User Added
@darrenburton_ and take the trash out and separate the recyclables 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