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 |
|---|---|---|---|
| RT @lilduval: "People need to mind they business" bitch this the Internet. stop posting shit then | Mixed | Abusive | User Added |
| RT @lildurk_: These bitches ain't my bitches | Mixed | Abusive | User Added |
| RT @lildurk_: Seem like dese bitches ain't loyal | Mixed | Abusive | User Added |
| RT @lildurk_: S/o all my real fans who can wait and not want me to put out trash like other rappers #signedtothestreets2 #iGO | Mixed | Safe | User Added |
| RT @lildurk_: No time to play wit bitches | Mixed | Abusive | User Added |
| RT @lildurk_: Never have kids by a fan bitch if so cop #signedtothestreets2 lol | Mixed | Abusive | User Added |
| RT @lildurk_: Ima pull up eat the pussy and dip | Mixed | Abusive | User Added |
| RT @lildurk_: I'm finna up my bag so I'm cutting you weak hoes off | Mixed | Abusive | User Added |
| RT @lildurk_: I need a loyal bitch not no goofy bitch | Mixed | Abusive | User Added |
| RT @lildurk_: I hate wen hoes lie and say I fucked em #signedtothestreets2 | Mixed | Abusive | User Added |
| RT @lildurk_: I hate a bitch that think they crazy 😂😂😂😂 | Mixed | Abusive | User Added |
| RT @lildurk_: I don't fuck with bitch niggas I only fuck niggas bitches😬 | 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