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 @AyGeraldJay: The ape was like "Oh you niggas gon learn today" 😭💀 https://t.co/FYK1XeBgV7 | Mixed | Abusive | User Added |
| RT @Ay30Mayne: This next generation is being raised to be a bunch of mindless pussies with no discipline. | Mixed | Abusive | User Added |
| RT @AwwBroYouAhHoe: Big booty bitches always win. | Mixed | Abusive | User Added |
| RT @AwwAdorable: I want a pet monkey 😩😍 http://t.co/8wy8gDJIEJ | Mixed | Safe | User Added |
| RT @Avery_Ave23: “@iKeepItTooReal: When the trash bag is so full , you can barely tie it....😤😤 http://t.co/OtzfiqMWI0”OMG!! STTOOOPP!!😳😂😂😭😭 | Mixed | Safe | User Added |
| RT @AveryRondinelli: @tneut10 but then who is going to host the baddest bitch competition? | Mixed | Abusive | User Added |
| RT @AvengerStratus: There's nothing hotter than a pale albino chick who can play guitar. | Mixed | Safe | User Added |
| RT @AutyAut_: I hate when people say you can't befriend a hoe. How bitch how!? 1. I'm only held accountable for my pussy. 2. It's all about… | Mixed | Abusive | User Added |
| RT @AustinToEllen: Praying today's m&g pictures don't come out yellow 🙏 | Mixed | Safe | User Added |
| RT @AugustAlsina: “@SharaPlus2: #AskAugust How Tall are you? I keep getting different answers from different people 🌾👀🌾 @AugustAlsina”< abo… | Mixed | Safe | User Added |
| RT @AudrianaReye: That's my bitch man I swear | Mixed | Abusive | User Added |
| RT @AtlasSmugged: women only play casual game like Kim K game & anger bird. They don't play real games, like Male Power Fantasy 2 or Jingoi… | Mixed | Safe | 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