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 @rightwingertoo: Uh oh: California solar plant fries thousands of birds in mid-flight - Hot Air http://t.co/8ZQnLR5fH5 | Mixed | Safe | User Added |
| RT @right_in_the: pussy | Mixed | Abusive | User Added |
| RT @rickygervais: Jesus loves you, but everyone else thinks you're a right cunt. | Mixed | Abusive | User Added |
| RT @rickygervais: Humans are genetically closer to chimps than chimps are to gorillas. But we are all apes. Have a great day you clever twe… | Mixed | Safe | User Added |
| RT @rickygervais: Have a great day, you lovely fellow apes :) http://t.co/jZL7filv0q | Mixed | Safe | User Added |
| RT @richiesuavee: “@ViriDoesItt: Kevin Hart make funny faces.. His curriculum kinda trash..” Curriculum? 😂😂😂 http://t.co/zJJyRGcZ9Y | Mixed | Safe | User Added |
| RT @riZkybiZneZZ: Joseline in the audience mad than a bitch | Mixed | Abusive | User Added |
| RT @rhythmixx_: @Weyheymariam @jaymcnuggets that's how I drive you bitch http://t.co/drK5C0txtQ | Mixed | Abusive | User Added |
| RT @rhythmixx_: “@aliyahgrubb: Kanye West is a costume not a mock of a race.” girl I hate to do this but Kanye is a human not a costume but… | Mixed | Safe | User Added |
| RT @reshell_: Keshun be like it aint nothing to cut that bitch nawl it aint 😭😂😂 | Mixed | Abusive | User Added |
| RT @reshell_: "@1inkkofrosess: My ears look good 😍😍😍😍😜😝😁 http://t.co/fP3R6mkBaC"bsa hoe in yo background | Mixed | Abusive | User Added |
| RT @renz360: Got receipt ink on your soles? no problem. http://t.co/xYA7aLDUhU | Mixed | Safe | 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