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 @Juicy_Squeaky: Any bitch who need a crowd to fight is clearly easily influenced & weak minded & most likely will commit suicide 😂😂 | Mixed | Hate Speech | User Added |
| RT @Juicedballs: Not scared to pepper spray a bitch *Hand gently resting on fanny pack* | Mixed | Abusive | User Added |
| RT @Juicccyray: “@1stBlocJeremiah: Broke hoes always wanna argue u ain't ate all day were u get that energy from 😂😂”RT😂😩💯 | Mixed | Abusive | User Added |
| RT @JudgmentalGay: Best friend being a hoe: yaaas hunty hoe it up slaaaayy Stranger being a hoe: you're so trashy. You're what's wrong wit… | Mixed | Abusive | User Added |
| RT @JudahWorldChamp: To help eliminate faking injury & diving - post game video review of dives & give divers yellow cards after game. #Wor… | Mixed | Safe | User Added |
| RT @Juanitaap_: Lorde 17 with a Grammy & bitches 14 with a std 😩 | Mixed | Abusive | User Added |
| RT @JuanNDaCut: When twitter rappers dm me their trash links http://t.co/yck16ZiNZZ | Mixed | Safe | User Added |
| RT @JuanNDaCut: Porn ads be convincing af..."click here and 30 bitches will appear in your bed" you DAMN RIGHT ima click that shit nigga | Mixed | Abusive | User Added |
| RT @JuanNDaCut: Explaining to a girl how u don't have hoes http://t.co/eY7lmc5i2W | Mixed | Abusive | User Added |
| RT @JstKeepScrollin: Me fixing my car :10,000 The fade this hoe gone catch : Pricless http://t.co/qMU2um1nC3 | Mixed | Abusive | User Added |
| RT @JstKeepScrollin: Been trash "@WeAre_XCI: The gay Chris bosh jokes are getting old now"" | Mixed | Abusive | User Added |
| RT @JsOnMyTweet: “@muurdasteven: “@buttsigns: this bitch is garbage at gta.... https://t.co/WpiA0bVGjU”LMFAOOOOO”< 😭😭😭😭😭😭 | 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