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 @MetroBoomin: Coming soon on a bitch nigga!!!!! #MONSTERtape 10.28 http://t.co/03aS6BGqeC | Mixed | Abusive | User Added |
| RT @MetalHammer: Are you in London this evening? Well ex-Iron Maiden member, Tony Moor, will be busking outside Balham train station from … | Mixed | Safe | User Added |
| RT @MenstruaI: rt if ur a sassy ass bitch | Mixed | Abusive | User Added |
| RT @MenstruaI: hearing a bitch tell a story and all u can think is “lie lie lie” 😒 | Mixed | Abusive | User Added |
| RT @MensHumor: One man's trash is another man's girlfriend. | Mixed | Abusive | User Added |
| RT @MensHumor: Monday, what's up you ugly bitch? | Mixed | Abusive | User Added |
| RT @MensHumor: Kim Kardashian had a baby...in more important news, I took out the trash last night. | Mixed | Safe | User Added |
| RT @MensHumor: Cheating on a good woman is like eating out of the trash instead going out for steak. #truth | Mixed | Safe | User Added |
| RT @MemphisMSoccer: 50' 2nd yellow card issued for Temple | Mixed | Safe | User Added |
| RT @MelloPsycho: Apparently the current hair trend for Hollywood bitches is to look like you lost a fight with a weed whacker. | Mixed | Abusive | User Added |
| RT @MelissaTweets: Scott Walker investigate. Christie's Bridgegate. Perry's drunk monkey Dem DA-gate. All men innocent. All threats to left… | Mixed | Safe | User Added |
| RT @MelechT: Apartheid. “@No_Cut_Card: pedestrian check = show me your freedom papers you darkies.” | Mixed | Hate Speech | 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