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 |
|---|---|---|---|
| Charlie Parr! Mountain top music Fest http://t.co/bG3UWdPZnn | Mixed | Safe | User Added |
| Charlie Kimball: "I had nowhere to go" http://t.co/x5gyZ46koT #IndyCar #MAVTV500 | Mixed | Safe | User Added |
| Charlie Jacobs got confused about the ice bucket challenge and instead dumped a bucket of diamonds on his head. | Mixed | Safe | User Added |
| Charlie Furbush #WhyDidIGoogle @midnight | Mixed | Safe | User Added |
| Charlie Daniels couldve done a better job! #MNF | Mixed | Safe | User Added |
| Charlie Daniels Goes Off on ‘Satanic Evil’ http://t.co/3haWjFavUz | Mixed | Safe | User Added |
| Charlie Crist, outlawed, hated, rediculed and vilified for shaking the President's hand. What a country! What a democracy! | Mixed | Safe | User Added |
| Charlie Crist wins Democratic primary in Florida governor's race, AP projects http://t.co/Gy9uRBtQ1q via @WSJ | Mixed | Safe | User Added |
| Charlie Crist has asked to keep polls in Broward open until 9pm, claiming long lines. Media reports say turnout light in Broward. | Mixed | Safe | User Added |
| Charlie Crist and Rick Scott are both scumbags, however interesting that Crist has yet to run one, just one, positive political ad. | Mixed | Safe | User Added |
| Charlie Crist Losing 50,000 Florida Jobs To Raise Minimum Wage Is ‘Worth It’ - Conservative Byte http://t.co/y3JYJ2Yf4L via @conservativebyt | Mixed | Safe | User Added |
| Charlie Crist (R, I, D - FL) rumored to demand a recount. #sayfie | 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