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 @Fact: Fake friends are no different than shadows, they stick around during your brightest moments, but disappear during your darkest ho… | Mixed | Safe | User Added |
| RT @Fact: A female "cock block" is called a "clam jam." | Mixed | Abusive | User Added |
| RT @Faceyspace: My personality test results basically say "bitch you is crazy". | Mixed | Abusive | User Added |
| RT @Faceyspace: Dorks are fucking bitch-magnets. Sorry. | Mixed | Abusive | User Added |
| RT @Faceyspace: *pours out 40 for the bitches that do hair and makeup every single day* | Mixed | Abusive | User Added |
| RT @Faaz71: #Taakstraf in herkenbaar hesje in je eigen buurt. Pleit er al jaren voor. Weet hoe bevreesd ik er ooit voor was, da'k er te wer… | Mixed | Safe | User Added |
| RT @FaZeSpaceLy: How bad u want something is meaningless If how bad you're willing to work for the thing u want Isn't 10xs as intense as ho… | Mixed | Safe | User Added |
| RT @FaZeDedo: To the rejects who constantly call my house and are threatening to rape my mom, karma's a bitch. Rot in hell, faggots. | Mixed | Hate Speech | User Added |
| RT @FSOhioGuy: Had to wash the bird shit off of my broom...Disgusting creatures. #RedsTwitterFam #Sweep | Mixed | Abusive | User Added |
| RT @FREECEV: we don't love these hoes http://t.co/vWt4i9POc2 | Mixed | Abusive | User Added |
| RT @FREECEV: bitch get off twitter and text me back I love u | Mixed | Abusive | User Added |
| RT @FREDOSANTANA300: Woke up tryna fuck yo 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