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 @CraziestSex: Sex on 1st date dont mean you a hoe, waiting 90 days wont make you a wife, cute pics dont mean y'all happy, having a title… | Mixed | Abusive | User Added |
| RT @CraziestSex: Eat her pussy and look at her like 😜😝😂 http://t.co/mIgiYMGRJt | Mixed | Abusive | User Added |
| RT @CraziestSex: A girl KNOWS when a bitch likes her boyfriend 😴👐 | Mixed | Abusive | User Added |
| RT @CraziestFreaks: When you eat the pussy so good she can't control her moans 😋💦👅 http://t.co/Gumzv3iKdJ | Mixed | Abusive | User Added |
| RT @CourtneyyKay: Cruising down the street in my 64, jockin the bitches, slappin the hoes | Mixed | Abusive | User Added |
| RT @CourtneySuvak_: “@Dory: "what are you twelve" yeah on a scale of one to ten bitch” | Mixed | Abusive | User Added |
| RT @CounterMoonbat: Btw, Hillary is a huge supporter of the law they now admit to lying to all you stupid rubes about. She needs to be aske… | Mixed | Abusive | User Added |
| RT @CountOn24: bitch you love every team but the US lol RT"@rihanna: This is the game I've been waiting for! I sincerely LOVE both of these… | Mixed | Abusive | User Added |
| RT @CouldBeEashia: @vivalamarley me waiting on you to take me to NY with you to get my nips pierced 🙎🙍👩👵 | Mixed | Safe | User Added |
| RT @Cougar745III: this girl comes into class with fried chicken and pulls hot sauce out of her purse i mean come on how ghetto & Stereotypi… | Mixed | Hate Speech | User Added |
| RT @Cosabandonada: Parque de atracciones abandonado en Japón. http://t.co/dn0JIid4f4 | Mixed | Safe | User Added |
| RT @CorySayFukEm: i love girls who aren't afraid to encourage or compliment the next chick.. bitches hate so much now that's it's refreshin… | 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