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
@MIKEB_IN_THE_D you don't want to battle, you shook cause ain't no such things as half way crooks ....bitch Mixed Abusive User Added
@MIKEB_IN_THE_D rams are for fags Mixed Abusive User Added
@MIKEB_IN_THE_D free world bitch Mixed Abusive User Added
@MFoani_24 nigga yes you do! Take me on a ride in that bitch pleaseee Mixed Abusive User Added
@MC_JayTee lol I already made it. I'm waiting on my brownies to finish 😎 Mixed Safe User Added
@MARCO_naw_POLO Slutty ass dykes Mixed Abusive User Added
@MANIAC3X buck beaners & security started pushing him & that jetsgreen faggot around Mixed Abusive User Added
@MANIAC3X I almost have enough rank to buy some stuff from the purple bitch. What should I buy from the exotic guy? Mixed Abusive User Added
@MANIAC3X @elchavaloko he seems like a weak faggot so probably yea Mixed Abusive User Added
@MAGNEDETH But seriously, it's the only reason I use a Mega whatsoever. Pure favoritism. Also those sweet fuzzy wings. Mixed Safe User Added
@LynkinTheDog doesn't wife these bitches http://t.co/TVRCzo99oe Mixed Abusive User Added
@LymManny_ shit gettin money fuckin hoes uk how dat go lmaooooo Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload 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