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 |
|---|---|---|---|
| RT @HighSociety26: These old hoes is madddd that @DrayaFace and @MalaysiaPargo slayed they attire!!! #BasketballWivesLA #DrayaMondays #Mala… | Mixed | Abusive | User Added |
| RT @HighSchoolSuckz: i am that horrible friend who reads your text then puts the phone down to do something and forgets to reply until 4 ho… | Mixed | Safe | User Added |
| RT @HighFiveOhTwo: I can't stand this dumb fucking bitch | Mixed | Abusive | User Added |
| RT @HighClassCapri: I'm on go, so bitch tread carefully. | Mixed | Abusive | User Added |
| RT @Hi__________Bye: "@UglyAssAyeKay: Ugh I fuckin hate when this bitch don't answer my calls ewwwwwww @Hi__________Bye" ugh I hate her ass… | Mixed | Abusive | User Added |
| RT @Hi_Slick: bitch you better play w/ this d i i i i i i i i i i c k | Mixed | Abusive | User Added |
| RT @Hi_Niamani: "@clemheem: Me and my grandma got to tweakin hoe https://t.co/OoD1r2WVu6"she turnt | Mixed | Abusive | User Added |
| RT @HiImAnAsshole: @dustine82394 @Victoria_Finae @Jammer9Hunna @scary_jumanji8 low key miss you bitches😅 | Mixed | Abusive | User Added |
| RT @HiImAnAsshole: “@Victoria_Finae: Chief keef is trash.”I'm glad someone said it | Mixed | Abusive | User Added |
| RT @HiDevon_: The nae nae got to the white ppl it's too late 😩 “@ayoTeeshh: Lmao they ate this hoe stonnaaaaa 😗💨🍁🍃🍂 #NaeNae https://t.co/pn… | Mixed | Abusive | User Added |
| RT @HeyZeus666: I think most men cheat because they're addicted to that new pussy smell. | Mixed | Abusive | User Added |
| RT @HeroineAddict: 15 y/o me totally understood 'Twin Peaks'. 40 y/o me can't seem to follow these 'The Great Outdoors' Goldfish crackers … | 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