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 |
|---|---|---|---|
| Zack still questions my love for Oreos lol | Mixed | Safe | User Added |
| Zach Huggins tell yo bitch to leave me tf alone | Mixed | Abusive | User Added |
| Yuu Hinouchi gets fucked by two guys until she gets her pussy creamed http://t.co/ElXktXI1Lv | Mixed | Abusive | User Added |
| Yup, I officially do not like you. You are a needy greedy bitch who needs to have it your way. | Mixed | Abusive | User Added |
| Yup! RT @STheMisfit Then she got AIDs and died RT @MissBl0ndee: Jenny was a bitch! #forestgump | Mixed | Abusive | User Added |
| Yup RT @Durags4Eva: Egg nog trash rap | Mixed | Safe | User Added |
| Yung nigger move that dope | Mixed | Abusive | User Added |
| Yuh bitch voz de mando at ok was the best mf Friday yet :) | Mixed | Abusive | User Added |
| Yu a bitch made nigga | Mixed | Abusive | User Added |
| Yous a bitch ass nigga “@LilReese300: Rt i Push the tape bac till around Labor Day weekend turn up...#300” | Mixed | Abusive | User Added |
| Yous a Gold bottle, These hoes pink mascato | Mixed | Abusive | User Added |
| Youre a fucking ugly bitch, I wanna stab you to death and then play around with your blood -Patrick Bateman | Mixed | Hate Speech | 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