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 @Erudite1914: I'ma start a fuck buddies to save lives program. Lol match some dry bitter ass folks up wit some good dick or pussy. | Mixed | Abusive | User Added |
| RT @ErinEph: New bus stop. Guy across the street is yelling and doing David Lee Roth kicks at swooping crows. I should learn karate. | Mixed | Safe | User Added |
| RT @Erikaj00: “@Treslyon: “@Erikaj00: I saw a girl scratch her private today.. What that mean?” Don't fuck her right in the pussy” lmaoooo | Mixed | Abusive | User Added |
| RT @ErikaWCVB: @marthacoakley called Charlie Baker to concede around 8:15 this morning. She plans to address supporters at 11am. #wcvb | Mixed | Safe | User Added |
| RT @ErikCochrane: @tonydecola 😂😂 my nig | Mixed | Hate Speech | User Added |
| RT @Eric_Mariners: @mray9729 @Buckm00se @letsargueboxing i dont have time for these childish games, just fight me bitch. | Mixed | Abusive | User Added |
| RT @EricWithAHotDad: If you cant pass the asvab you might as well just go full retard | Mixed | Abusive | User Added |
| RT @EnxadasFelipe: No bitch I wanna roll a fucking blunt | Mixed | Abusive | User Added |
| RT @EnglandBailey: Happy birthday to the nicest faggot ever 💁 http://t.co/vZygNI9qtQ | Mixed | Abusive | User Added |
| RT @EmotionalSwag15: Go die in a hole bitches ✌ | Mixed | Abusive | User Added |
| RT @EmmGoldLA: Don't be mad at me for telling FACTS be embarrassed at urself for acting like a bitch | Mixed | Abusive | User Added |
| RT @EmmGoldLA: A lot of ppl look at me like "who the fuck does this bitch think she is".... Ms. Goldschmied to you | 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