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 @BestVineFights: "When you finally see the white kid that called you nigger on Call Of Duty" 😂😭😂 https://t.co/X59D4kMY7P | Mixed | Abusive | User Added |
| RT @BestSagittarius: #Sagittarius can be compassionate towards other people when they want to be, especially towards the ones they care abo… | Mixed | Safe | User Added |
| RT @BestOfWorldStar: Charlie Sheen did the ice bucket challenge the right way http://t.co/IjS0b0VtoY | Mixed | Safe | User Added |
| RT @BestOfNike: Nike beanies #NikePorn http://t.co/nN4Vo90htj | Mixed | Abusive | User Added |
| RT @BestOfMessages: Lil hoe http://t.co/kIAoQYr3I4 | Mixed | Abusive | User Added |
| RT @BestOfFOD: These 5th grade hoes ain't loyal😂😭 http://t.co/vU3xNaLags | Mixed | Abusive | User Added |
| RT @BenjaminNorton: Remember the "yellow badge" Nazis used? Israel is making Muslim women carry a yellow badge order to pray in Al-Aqsa. h… | Mixed | Hate Speech | User Added |
| RT @BenevolentDjinn: I hate seeing women carrying on about how they could fuck somebody's man. Ok??? Trashy ass bitch. | Mixed | Abusive | User Added |
| RT @BenTateRB: This is crazy no RB picked yet. A RB won ROY! 2yrs ago RB was MVP. Ppl 4get how important our position is. This is insane ho… | Mixed | Safe | User Added |
| RT @BelowThaaBelt_: Snip snip hoe | Mixed | Abusive | User Added |
| RT @BellefemLaVie: @GANGLANDABBY these niggaz bare backing any and every bitch out here😒 | Mixed | Abusive | User Added |
| RT @Belindaav_: @wigga32 ugh! thank you!!!! my bf still talks so a dumb bitch i dont like😒 | 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