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 |
|---|---|---|---|
| “@jcash___: @VoiceOfDStreetz noll nigga I'm Talm bout Tt and juice 😂😂😂 @FreeMolly_” me too! Ion hoe Em | Mixed | Abusive | User Added |
| “@jcash___: @VoiceOfDStreetz knowing I can picture that hoe in my head” he good now knocked the wind out that boy 😂 | Mixed | Abusive | User Added |
| “@jcash___: @FreeMolly_ @VoiceOfDStreetz 👍😂😂😂 bitch I was fukkin wicha but fuck you nigga square up” and I'm fucking with you 😂😂👌 | Mixed | Abusive | User Added |
| “@jama_jam I'm not saying I'm for this but .. Studs will fuck trannys but won't let they bitch strap them down you muhfuckas childish lol” | Mixed | Abusive | User Added |
| “@jaimescudi_: @Tonybthrz_ @cinndyyxoxo_ @BriannNiloo_ fuck me then bitch” shut up and roll threw | Mixed | Abusive | User Added |
| “@itslizkhalifa: If pussy is just pussy to you, you a nasty ass nigga.. Hope you get aids 😩” bit harsh. Rethink that statement | Mixed | Abusive | User Added |
| “@itsdaniellef: 😉” hoe | Mixed | Abusive | User Added |
| “@itsWhittyTitty: I used to be that fat bitch everybody made fun of look at me now” I was made fun of for being ugly 🙍 | Mixed | Abusive | User Added |
| “@itsDeSha__: I don't take people niggas bitches don't play about they niggas , specially they baby daddies 😭😂😂😂”No BS | Mixed | Abusive | User Added |
| “@ithinkthatway: I want my ears to look like this 👂💕 http://t.co/oBVU5ZN3zC” I just want this bitches earrings lol 😁 | Mixed | Abusive | User Added |
| “@isadore911: @VernNotice what about the doc?” He's a pussy. He ain't going anywhere. | Mixed | Abusive | User Added |
| “@inHERribs: is it too early to put your face in some pussy?” Bul never to early for breakfast | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload 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