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 |
|---|---|---|---|
| “@Southern_Giant: “@KingShelton_: Dumb bitch award goes too .... http://t.co/IubL31QN6Y” 😭” that's all you Uncle Sam !!! | Mixed | Abusive | User Added |
| “@Son_Goku_Tho: Dr gero made android 18 to destroy da world das sum bitch nigga shit I would program a girl android to gimme sum neck 24/7” | Mixed | Abusive | User Added |
| “@SoTribe_Kasey: I surrounded my bad bitches I can't keep them out my face”👀👀 #WhereTheyAtDoe 😂 | Mixed | Abusive | User Added |
| “@SoDamnTrue: I live in constant fear of being shit on by a bird” well this actually fucking happened to me before sooooo. 😑 | Mixed | Abusive | User Added |
| “@Smokinonkaya_: “@Nilaja_: Everybody Loves Dej Loaf” cause that's wifey” fuck off kaya dats my bitch. | Mixed | Abusive | User Added |
| “@SlimThickChicks: 😍😍😍😍 http://t.co/qMhkkQH8hg”kid in the yellow is rock hard | Mixed | Abusive | User Added |
| “@SimplyHype: @kobebryant shut the fuck up, you fucking trash nigga, work on another ring” http://t.co/6RleNKR7EE | Mixed | Hate Speech | User Added |
| “@ShianneAlvarez: @187XO_ maybe cuz your putting trust in a " bitch " not a lady.” or maybe because this a fucking song | Mixed | Abusive | User Added |
| “@ShesSoBlessed_: Oreos And Milk 😋” | Mixed | Safe | User Added |
| “@SheTwirlsMyKan3: I say bitch bad, woman good, lady better” Lupe? | Mixed | Abusive | User Added |
| “@SheSoViciouzz: It might be RT @WarWith1Gun: Some of y'all females pussy wet cause he cried” smh | Mixed | Abusive | User Added |
| “@SeymourBlanco: They game is over fuck yall bitches & yall attitudes 😂😂😂😭😭 http://t.co/rLrnYbfedT”😭😭 | 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