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 @BallOut057: Free Tino lul hoe ✋🔓 | Mixed | Abusive | User Added |
| RT @BallOut057: @1stBlocJeremiah when I'm 18 them bitches getting erased 🙌 | Mixed | Abusive | User Added |
| RT @BallOut057: @1stBlocJeremiah this bitch think look like Rihanna ? 😂😂😂😭😭😭 http://t.co/o7Q3CMDPnt | Mixed | Abusive | User Added |
| RT @BallOut057: “@1stBlocJeremiah: My Tryna make me go to church Tommrow .. He'll nawl dude” bitch text me back | Mixed | Abusive | User Added |
| RT @BaileyAdams22: When Charlie Crist said "Rick Scott, just too shady for the sunshine state" http://t.co/0UShmogZDR | Mixed | Safe | User Added |
| RT @BaddieBellaDona: Instant mashed potatoes are trash 🚮 | Mixed | Safe | User Added |
| RT @BadNewsAli: You really are a faggot if you say that match was bad. Stop watching | Mixed | Abusive | User Added |
| RT @BadNewsAli: Look at ya boy @Quanb24 RT @DrydenNeal: Nigga a faggot RT @So_Leaux: Bruh RT @worstrapIyrics: Chance The Rapper http://t.co… | Mixed | Hate Speech | User Added |
| RT @BadBish_Rollaan: “@WhitDAWGem_: I'm HUNGRY I won't give a bitch a time or day. I'm trying take care business 💁”✊ | Mixed | Abusive | User Added |
| RT @BadAdviceDog: when you look like trash and someone compliments you http://t.co/RRQzsYM4tY | Mixed | Safe | User Added |
| RT @BadAdviceDog: r u african because ur african bitch | Mixed | Abusive | User Added |
| RT @BabyAnimalPics: really bitch? http://t.co/4dvJ9SHRJ5 | 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