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 @HOFSportsTalk: It's okay for Michael Sam to mock Manziel, but if Johnny mocked Sam by pretending to have a dick in his mouth he'd get a… | Mixed | Abusive | User Added |
| RT @HMSguy: Rahal's an idiot. Second time this year he's wrecked someone under yellow. | Mixed | Safe | User Added |
| RT @HG_Shit: Pull up like look at my shoes bitch 😎 | Mixed | Abusive | User Added |
| RT @HG_Shit: On my mama yous a hoe! Omm yous a bitch! Omm if you get in a jam, I bet you snitch! Omm 😂 | Mixed | Abusive | User Added |
| RT @HG_Shit: Mfs still in the same spot as 3yrs ago. Beefing with the same nighas. Sleeping with the same hoes. Eating from the same restau… | Mixed | Hate Speech | User Added |
| RT @HG_Shit: Cause bitch I'm Tae !! #KingLute | Mixed | Abusive | User Added |
| RT @HG_Shit: @1BookieG them klutzy bitches | Mixed | Abusive | User Added |
| RT @HG_Shit: @1BookieG aye g.. I fucked yo bitch again by mistake.. | Mixed | Abusive | User Added |
| RT @HG_Shit: @1BookieG I just fucked yo bitch bruh.. I tried not to tho | Mixed | Abusive | User Added |
| RT @HENNERGIZED: 😭😭😭“@StopBeingSober: Yall say "Why you dating lil girls" like mature hoes just on a rampage outside.” | Mixed | Abusive | User Added |
| RT @HELL3RELL: Today is the only day you hoes get a pass for being a fool😂 | Mixed | Abusive | User Added |
| RT @HEGS_com: What's that bright yellow thing the ref just showed to Martins Indi?! I can't remember seeing one of those before! #clubmetro | 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