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 @yes_paul: I bitch about unnecessary things lol | Mixed | Abusive | User Added |
| RT @yepitstrey: I Be Like 🚗_____________🚓 Fuck! Here come the 5'o __🚗______🚓__ Be cool son ___🚗🚓_____ Man fuck ___🚓___🚗____ bitch ass … | Mixed | Abusive | User Added |
| RT @yendys45: And @xDSmooth fell in love with pussy he never even got.... | Mixed | Abusive | User Added |
| RT @yayabad1_SODMG: "@_100d: Smoke wit a bitch in nap and let her play music I bet 100 she turn on boosie or some slow shit 😒" real shit | Mixed | Abusive | User Added |
| RT @yasminmarie23: When you realize you got no hoes http://t.co/s5YVAv8G7l | Mixed | Abusive | User Added |
| RT @yankee7kid: Who's to blame for the Yankees underperformance this year? The Umps? Management? The Ebola Outbreak?...How 'bout the player… | Mixed | Safe | User Added |
| RT @yagurlbubblez87: Ugly bitch prolly so cockeyed she lookin at the dick and balls up close at the same time while suckin at the same time | Mixed | Abusive | User Added |
| RT @yaboybillnye: u a 10? on the pH scale maybe cause you basic hoe | Mixed | Abusive | User Added |
| RT @yaboybillnye: its funny when sluts say "u just mad cause I'm 100% real" its like no bitch #swerve cuz u actually about 65% water gtfo | Mixed | Abusive | User Added |
| RT @yNeverEleven: @VernNotice "you don't want to play cs:go you're a bitch!" "no I won't play fucking league of legends that game is shit I… | Mixed | Abusive | User Added |
| RT @y3llab3lla88: The streets ain't going no where. These hoes for everybody. When you got someone real you hold on to them. | Mixed | Abusive | User Added |
| RT @xx_lowkeychayy: I let these bitches talk. that's just free promotion 👏. | 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