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 @rustymk2: Not. A. Fucking. Charge. Even. As. A. Juvenile. If you call #MichaelBrown a thug at this point, just say "nigger" cuz it's … | Mixed | Abusive | User Added |
| RT @russnelligan: Final debate clean-up: journalists sure know how to trash a lobby... #wcvbpoli #wcvb http://t.co/LMerSj8sTi | Mixed | Safe | User Added |
| RT @russnelligan: .@KarynPolito declares victory by introducing "our next governor, Charlie Baker" @CharlieForGov #wcvb http://t.co/HYkWrVD… | Mixed | Safe | User Added |
| RT @runofplay: I'm confused. Martins Indi just drew a yellow card, but I didn't see him steal a tank from the Brazilian army and open fire … | Mixed | Safe | User Added |
| RT @ruckin_andrew: This bitch has a death grip on this niggas balls. Smh http://t.co/uh6OSApcMw | Mixed | Abusive | User Added |
| RT @rosestokoe: My bitch makes your bitch look like precious 👭👯💖😻 #thebooty #ohgawd #bae http://t.co/7FcCkRhxJI | Mixed | Abusive | User Added |
| RT @rose_shayna1: Never cared about how another bitch saw me. I know who I am | Mixed | Abusive | User Added |
| RT @roryscovel: Surprising how big of a pussy Hulk is. #BRAvsCHI | Mixed | Abusive | User Added |
| RT @ronele: Getting ready for Nevada Hump Day @nevadamuseum. Real live camels, ostriches and zebras - oh my! @VirginiaCity #NevadaHumpDay #… | Mixed | Safe | User Added |
| RT @rollieghost: “@vivalajayxoxo: Women would put up with very little love as long as the man have money..gross” bitches be with broke abus… | Mixed | Abusive | User Added |
| RT @rodill_: niggas passing up good girls for hoes. | Mixed | Abusive | User Added |
| RT @rod4short: Bitch must have a 279.0 & be related to Jesus then {@TheBSharp: GPA or Legacy RT @The_Lion_: How this bitch get in http://t.… | 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