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 @renz360: Got 5 20% off slots for sole sauce for the early birds today Use “SAVE20” at checkout http://t.co/x5bq5vzpPK | Mixed | Safe | User Added |
| RT @renegadecut: Video: Renegade Cut: Snowpiercer — An analysis of Bong Joon-ho’s sci-fi action film. Topics include... http://t.co/YNT9zS0… | Mixed | Safe | User Added |
| RT @rellyOnSMASH: that shoot em up shit is cool but gimme some shit i can play in front of bitches my nigga...gimme some jiggy shit i ca ... | Mixed | Abusive | User Added |
| RT @relatabowl: bad bitches http://t.co/jz9ItvJck0 | Mixed | Abusive | User Added |
| RT @relatabIe: i hate when people ask “who you tryna look good for?!” bitch myself bye | Mixed | Abusive | User Added |
| RT @reidk_97: Flappy bird is dusty | Mixed | Safe | User Added |
| RT @redemptionzayn: I inhale white exhale nigger | Mixed | Abusive | User Added |
| RT @redbonejasssy: She said I got to many hoes | Mixed | Abusive | User Added |
| RT @rebellious_midy: Ugly bitches definitely disguste me 😖 ewww yuck! | Mixed | Abusive | User Added |
| RT @rebellious_midy: @wheeler_kashhh lol oh godddddd , bitch is you really coming & how late you gon be lls | Mixed | Abusive | User Added |
| RT @rebelGANJA: “@1BookieG: Idk why I love skinny girls” they got good pussy ✊ | Mixed | Abusive | User Added |
| RT @rebecca7054: “@CaitlinBartlett: yeah bitches http://t.co/2PP9RboHy4” | 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