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 @youngtravo: If u ain't never had a pregnancy scare your pussy trash ladies #professortrav | Mixed | Abusive | User Added |
| RT @youngscrap: I sent that bitch a smiley face, bitches love smiley faces 😃 | Mixed | Abusive | User Added |
| RT @young_thrill3r: These hoes ain't loyal | Mixed | Abusive | User Added |
| RT @youlovelena_: “@rolltide916: Wtf RT @Ambitious_Rome: 😩😨😨 “@__sharae: he peed on this bitch https://t.co/wEJg4IkGIm”"” I'll cut his shit | Mixed | Abusive | User Added |
| RT @yooSlim Y'all Virgo bitches gotta chill thinking y'all Beyoncè 😂😂😂 | Mixed | Abusive | User Added |
| RT @yolythegod: Dick will have bitches selling their own mothers soul.. Inconsistent dick at that. Dick that they know isn't staying. | Mixed | Abusive | User Added |
| RT @yograndmabitch: Had a crush on a bitch with a man I tried to show her that I could treat her better but I never had no luck | Mixed | Abusive | User Added |
| RT @yofwm: “@BrianLovesAss_: Damn babe 😭 sike forever fucking with basic bitches 😂” 😂😂 | Mixed | Abusive | User Added |
| RT @yoboijackson: Fck all you hoes. Catch a grip! | Mixed | Abusive | User Added |
| RT @yo_fav_rapper: I was HEAD FIRST EVERY TIME FOR YOU. . but now I'm pussy?😕 | Mixed | Abusive | User Added |
| RT @yglukeg: Why is Arizona hot as hell and then literally 5 minutes later it's fuckin Hurricane Katrina up in this bitch | Mixed | Abusive | User Added |
| RT @ygAddie: Obama a bitch. | 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