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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @hayes2345: Cleveland nigga I'm fly We switcharoo bitches no lie | Mixed | Abusive | User Added |
| RT @hawkblogger: The AFC was trash last season, especially the AFC South. Jags could make a playoff push if they have a great draft. Not jo… | Mixed | Safe | User Added |
| RT @hawaiinshirts: “@sufaj32: @hawaiinshirts you're a pussy.” You have more cargo shorts in your Avi than fucks I give | Mixed | Abusive | User Added |
| RT @hash_no_tags: bitches be handin' out neck like free chinese food samples at the mall and go to bed every night wondering why they ain't… | Mixed | Abusive | User Added |
| RT @harrryaf: being a good citizen picking up trash (: http://t.co/PMFR5eopwO | Mixed | Safe | User Added |
| RT @harmon_lauren: Jenna's a faggot | Mixed | Hate Speech | User Added |
| RT @hanginwitcoop: 😂😂😂😂 RT “@Peso_Peso_Peso: wtf this bitch broke her arm eery time she hit the shit https://t.co/7CtLW9eNjX” | Mixed | Abusive | User Added |
| RT @halfricannnnn: nigger | Mixed | Hate Speech | User Added |
| RT @halfricannnnn: Me and @Vin17Bricksquad are in our yellow submarine rn.. 🌊 | Mixed | Safe | User Added |
| RT @guypbenson: Confused. Are lefties using the #Bridgeghazi hashtag to mock the bridge situation as frivolous, or seriously equating the t… | Mixed | Safe | User Added |
| RT @gullymackNC: Im just ready to get engaged so I can meet the new wave of ain't shit bitches outchea. http://t.co/Upie2WpJ0b | Mixed | Abusive | User Added |
| RT @guccii1017: wtf was drake asking us to pull over so he can get my autograph bitch I’m scheelp fuck you drake http://t.co/LzL0JlhdvK | 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