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 @SwaaggyyV: Fucking chinks in Clash of Clans always fuck me up. Bitch ass kamikaze faggots. | Mixed | Hate Speech | User Added |
| RT @Svvage: "@will123_william: Isn't Ebola a type of soup???" Naw nigga its a country. My bitch is from there. She ebolian. | Mixed | Abusive | User Added |
| RT @SuziDodt: Science, bitch! #TheWalkingDead | Mixed | Abusive | User Added |
| RT @SuzanneEvans1: The Shocking True Stories Behind Your Favorite Classic Fairy Tales http://t.co/nINVwOXM9z via @HuffPostBooks | Mixed | Safe | User Added |
| RT @SuperrrrMcNasty: You thought you had enough hair for a ponytail bitch ! http://t.co/PwFLBd3e | Mixed | Abusive | User Added |
| RT @SuperrrrMcNasty: Lmfao , this bitch was giving head in the back of a classroom she better go tf ahead ! | Mixed | Abusive | User Added |
| RT @Sunny_Goodz: Seeeeee man. Niggas a lose they bitch over a bitch that's not even worth it | Mixed | Abusive | User Added |
| RT @SunnyIgnant: Just a week ago, yall hoes wasn't sucking dick now yall all pros at it huj | Mixed | Abusive | User Added |
| RT @Sunelite1: Can't wait for the @Cubs to sweep the Cardinals tonight on @espn ! No matter how bad the cubs are, we're gonna beat the bird… | Mixed | Safe | User Added |
| RT @SunSentinel: The @SunSentinel Editorial Board endorses Charlie Crist for governor -- Better for Floridians http://t.co/t21z2YBZlQ http:… | Mixed | Safe | User Added |
| RT @SunFlowerTrue13 @ThoughtsOfRandy Im speaking on Ho niggas + hoe niggaz probably don't dig natural styled hair period... | Mixed | Abusive | User Added |
| RT @Sum_Pfeif: Did @wagggggie seriously steal my Halloween Oreos ? 😒 | 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