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 @JoeyG_145: Downloaded flappy bird 5 minutes ago... It's already deleted. | Mixed | Safe | User Added |
| RT @JoeCool_TVC: You can't be a hoe saying that another girls a hoe. Your both hoes, it cancels each other out. | Mixed | Abusive | User Added |
| RT @JoeCaroselli1: Jameis Winston is a nigger | Mixed | Hate Speech | User Added |
| RT @JoeBudden: Young, attractive, successful, supportive, faithful man w his own everything..u think bringing solely pussy to the table is … | Mixed | Abusive | User Added |
| RT @JoeBudden: Women all over America are overstating the value of pussy. | Mixed | Abusive | User Added |
| RT @JoeBudden: U famous niggas ruined the game by jacking up the price on the pussy. - Michael Paul Budden. | Mixed | Abusive | User Added |
| RT @JoeBudden: These hoes gon FIND a way to wear some spandex I tell’ya | Mixed | Abusive | User Added |
| RT @JoeBudden: The dating scene so wack out here dog… shit super trash. | Mixed | Abusive | User Added |
| RT @JoeBudden: So the woman I deal with is trying her best to make "entertaining" a bad word... "U be entertaining these bitches" lol | Mixed | Abusive | User Added |
| RT @JoeBudden: She’s not a hoe cuz she’s not attainable to u bro. | Mixed | Abusive | User Added |
| RT @JoeBudden: She’s not a hoe cuz she had sex before bro, lol | Mixed | Abusive | User Added |
| RT @JoeBudden: Or the “I was sleep” curve.. Really bitch ? U slept from 1am to 11pm huh.. Smh | 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