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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @sadiiex_: @Vnxthny I am taking you serious.... Kik me back nigger | Mixed | Abusive | User Added |
| RT @sadaIlday: school is so pointless. im just trying to pass the class and get out this bitch | Mixed | Abusive | User Added |
| RT @s_devante: That moment were u friend zone a bitch at 3am for calling u# do u now way time it is please gtf out my face#rich homie quan … | Mixed | Abusive | User Added |
| RT @s_bitchy: Bitches be fallin so Inlove w. Niggass & then he go get a new bitch & they try go get a new nigga to try to forget about the … | Mixed | Hate Speech | User Added |
| RT @sTyLeZkEy354: How u talkin to hoes bout bronem?............why u talkin to hoes bout bronem? | Mixed | Abusive | User Added |
| RT @sTyLeZkEy354: Always bro niggas get crazy in any weather RT @WE_ALL_KNOW_JO: "@sTyLeZkEy354: This weather is trash" OD,But we gon get c… | Mixed | Abusive | User Added |
| RT @ryannotsheckler: "That shit can break you down if you lose a good girl, I guess you need a bad bitch to come around and make it up" | Mixed | Abusive | User Added |
| RT @ryandolan123: when people say coloured http://t.co/2lKUkctPf0 | Mixed | Safe | User Added |
| RT @ryancruz_: Want me to stamp bitches be saying anything to be down 😴 | Mixed | Abusive | User Added |
| RT @ryancruz_: Travis always on my TL being ghetto 😂😂 | Mixed | Safe | User Added |
| RT @ryancruz_: “@1waynostra: So jus don't be faithful cus u never kno what your bitch doing lmao”😂😂😂💀💀💀😩😩😂😂💀💀💀😂😩💀💀💀😂😂💀💀💀😂😂😩 | Mixed | Abusive | User Added |
| RT @ryancommakerry: I think it's time to bring out the drunken monkey | Mixed | Safe | 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