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 @GatorDwqam: Everytime I see Nelson Agholor make a play I want to puke. Kid should've been a gator. Thanks Charlie Cheeseburger. | Mixed | Safe | User Added |
| RT @GaryLopez_19: I'm gonna make this math test my bitch tomorrow. | Mixed | Abusive | User Added |
| RT @Garvey_B: New sign up at mong kok protest site says: "fight for democracy and oppose the communists to have a future" http://t.co/w2pOn… | Mixed | Safe | User Added |
| RT @Garnettujl: Hoes will be hoes. | Mixed | Abusive | User Added |
| RT @Garin: "A day without laughter is a day wasted." ~Charlie Chaplin | Mixed | Safe | User Added |
| RT @GangsterFeels: Yes i'm judging you by the way you dress, bitch. | Mixed | Abusive | User Added |
| RT @GabrielaAngela4: That hoe wanta 6/6. | Mixed | Abusive | User Added |
| RT @GabrielaAngela4: Bitches be like Fuck ponies but ponies ve like Fuck bitches. | Mixed | Abusive | User Added |
| RT @GabrielaAngela4: @JacklynAnnn I'm not even ghetto!!!! | Mixed | Safe | User Added |
| RT @GabrielaAngela4: @JacklynAnnn @TheOneMiss_Luu bitches lover the word quality because they quality Bitches. | Mixed | Abusive | User Added |
| RT @Gabriel_Montoya: RT “@Brandon_Rios1: @Gabriel_Montoya fuck u bitch hope I don't see u bitch cuz I would love for u to tell me to my fac… | Mixed | Abusive | User Added |
| RT @GVLDENBEAUTY_: these hoes woozy | 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