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 |
|---|---|---|---|
| @MissBrionline @LanipopChicago @RealYdotGdot My mfn BIRTHDAY!!! Pink Champaign in dat bitch!!! | Mixed | Abusive | User Added |
| @Misplaced_Momma Y’all whitey gots to PAY fo da preparations | Mixed | Hate Speech | User Added |
| @Misplaced_Momma She be what we say in da hood white trash | Mixed | Hate Speech | User Added |
| @Misplaced_Momma Hello dare momma. I show glad dat u follow me. U lbe screamin hot in dem pitchers. You eva b wit colored men? | Mixed | Safe | User Added |
| @Miseducated411: Your mind is free and your soul. satan will present to u in his kingdom the things that mock u. Stay strong in Yahshua... | Mixed | Safe | User Added |
| @MirDinero ugly bitch cdfu http://t.co/dOkzmu8i0F | Mixed | Abusive | User Added |
| @MinuteManX1776 @TheyKnowNotWhat << closet muzzie @MayberryJustin @AllForCountry @LilMissPrepper @ritzy_jewels @glinsan1 | Mixed | Safe | User Added |
| @Mimistheone stop trolling me u creepy ass cracker!!! | Mixed | Hate Speech | User Added |
| @Mimistheone You really seem to love Sandusky. Weirdo. Ur a creepy ass cracker! | Mixed | Hate Speech | User Added |
| @MillerLite I don't follow you because everything about your company is white trash. | Mixed | Hate Speech | User Added |
| @MillerCoors Thanks for the follow guys! I'm enjoying a cold yellow belly right now. | Mixed | Safe | User Added |
| @MilitaryTimes That's what happens when you have pussies for presidents and generals, you have to fight the same war over and over again. | 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