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 @FriendlyAssh0le: i dont give a fuck what my ex is doing... bitch isn't my problem anymore | Mixed | Abusive | User Added |
| RT @FriendlyAssh0le: bitches with no tits or ass dont even get a hug from me... you're one of the boys now.. you get a handshake. | Mixed | Abusive | User Added |
| RT @FriendlyAssh0le: bitches will argue with you for 30 mins and then be like "you know what, i aint gonna argue with you" bitch what??? | Mixed | Abusive | User Added |
| RT @FriendlyAssh0le: Todays Horoscope: you're still a hoe That is all. have a nice day | Mixed | Safe | User Added |
| RT @FriendlyAssh0le: These 13 yr old bitches really got that minimum wage nigga alex thinking about starting a clothing line. Im done with … | Mixed | Abusive | User Added |
| RT @FriendlyAssh0le: It's annoying as hell when girls tweet about "bae" all day. We don't give a fuck bitch. "Bae" is somewhere cheating ri… | Mixed | Abusive | User Added |
| RT @FriendlyAssh0le: If I've offended you, I'm very sorry that you're a lil bitch with no sense of humor. | Mixed | Abusive | User Added |
| RT @FriendlyAssh0le: If I've ever offended you, im sorry.. . . . . . . . . . . that you're a sensitive lil bitch. | Mixed | Abusive | User Added |
| RT @FriendlyAssh0le: If I had $400 and my girl had $0, I would have $400 & be single bc I dnt fuck with broke bitches. get your money up. | Mixed | Abusive | User Added |
| RT @FriendlyAssh0le: If I got something to say to you, ill @ you, until then, dont be concerned about my tweets, bitch. | Mixed | Abusive | User Added |
| RT @FriendlyAssh0le: How bitches be when soccer players take their shirt off.. http://t.co/XaLMdxr2A3 | Mixed | Abusive | User Added |
| RT @FriendlyAssh0le: Hoes will be hoes. | 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