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 @FriendlyAssh0le: First I charge my phone, then I text your bitch | Mixed | Abusive | User Added |
| RT @FriendlyAssh0le: "i miss my bf" well, i miss limewire... sooo shut the fuck up, you whiny bitch | Mixed | Abusive | User Added |
| RT @FriendlyAssh0le: "You curse too much" bitch you breathe too much, shut the fuck up | Mixed | Abusive | User Added |
| RT @FriendlyAssh0le: "If you dont text me first, we dont text at all" Thats why you're lonely and single, you stupid bitch. | Mixed | Abusive | User Added |
| RT @FriendZoneCEO: The go-to insult is always to call someone: 1. Fat 2. Ugly Or 3. A hoe | Mixed | Abusive | User Added |
| RT @FreshCigarette: Can you cunts go 20 seconds without talking about weed | Mixed | Abusive | User Added |
| RT @FreeTopher: That black pussy have nigga sayin anything #AHSFREAKSHOW | Mixed | Abusive | User Added |
| RT @FreeTopher: Some females make being a hoe look so easy like damn girl dont shit bother yo soul sometimes ?? 😩😩😩 | Mixed | Abusive | User Added |
| RT @FreeTopher: Fuck bitches...Get money | Mixed | Abusive | User Added |
| RT @FreeMolly_: @VoiceOfDStreetz why I was bouta grab dem hoes yeterday outta hook ups 😩 | Mixed | Abusive | User Added |
| RT @FreeMolly_: @VoiceOfDStreetz my bad bro dem hoes heat tho 🔥🔥🔥 | Mixed | Abusive | User Added |
| RT @FreeMolly_: “@___Tamm: Shawty fine, breath stank...” Do da heisman on dat hoe 😂 | 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