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 @Noworriezzzz: Two hoes arguing bout who fucking who for x amount of money lol what | Mixed | Abusive | User Added |
| RT @Noworriezzzz: Don't lie to me bitch I'm giving you my heart | Mixed | Abusive | User Added |
| RT @Now_Thats_Fresh: Your girl's hoe friends gonna gas her to cheat on you. A tall nigga with abs start stroking on her in the club & they … | Mixed | Abusive | User Added |
| RT @Now_Thats_Fresh: YG threw a pool party and wore pants with chucks. His sole purpose of throwing that party was to fuck bitches out there | Mixed | Abusive | User Added |
| RT @Now_Thats_Fresh: When you sit down and realize you really dont got bitches http://t.co/qdfHYALKA1 | Mixed | Abusive | User Added |
| RT @Now_Thats_Fresh: The club Promoter tweet "fucked another niggas bitch last night. Lol Successful nite" you RT the tweet & laugh. THAT W… | Mixed | Abusive | User Added |
| RT @Now_Thats_Fresh: Lmao you gotta chill RT @FlyoutChase: You bitches still fat | Mixed | Abusive | User Added |
| RT @Now_Thats_Fresh: I bet its higher than that RT @_DealMethToKids: “Why do you think all women are hoes? Not all of us are hoes.” http://… | Mixed | Abusive | User Added |
| RT @Now_Thats_Fresh: Hoes love exposing other hoes on twitter | Mixed | Abusive | User Added |
| RT @Now_Thats_Fresh: Every Seth McFarlene cartoon is trash yall love low iq comedy | Mixed | Safe | User Added |
| RT @Now_Thats_Fresh: Eddy Murphy,the first celebrity to be spotted in public with a Durag AND a White bitch. Monumental #DuragHistoryWeek h… | Mixed | Abusive | User Added |
| RT @Now_Thats_Fresh: Any song with Tyga in it is trash | 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