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 |
|---|---|---|---|
| “@truuuchains: If you already out of school, fuck you I hate you and I hope you trip on the stage at graduation hoe” | Mixed | Abusive | User Added |
| “@true_east_: That “6 God” by Drake is so trash, dawg.” Thank you ass water !!!🚮🚮🚮🚮 | Mixed | Abusive | User Added |
| “@trillasfvck: all these bitches getting mommy money” niggas too. | Mixed | Abusive | User Added |
| “@tricethatruth_: Trap keep me fly that's why I love him ❤ http://t.co/AleXGC24t4” ayyyyy you got that hoe at Forever 21 huh? 😎 | Mixed | Abusive | User Added |
| “@trayn1gga: Charlie Strong WILL have Texas back as a power” better power of big 12 is anybody's now | Mixed | Safe | User Added |
| “@trapwavey: Lol rt. @Cameron5833: If yo bitch don't read books or eat fruits... She a hoe.”😂😂😂 | Mixed | Abusive | User Added |
| “@thrillamickilla: @JoeDeLaWolfPack 😂😂😂😂😂😂😂😂 this is me so badly hahahah omg” yall some pussies | Mixed | Abusive | User Added |
| “@thomasemmanuelm: Colts nation...put yall money up”bitch chuassup we was just down 24 | Mixed | Abusive | User Added |
| “@therealiman: No one wants to see curvy women - Karl Lagerfeld” he retarded | Mixed | Abusive | User Added |
| “@thepizzafacts: Cute text: ey bitch come over for some pizza”@KellieNehls | Mixed | Abusive | User Added |
| “@thekiddfranky: I talk to any girl who paid over 300$ for her sew in, show me u Atleast got some type of boss bitch in you lol” wth 😭😭😭 | Mixed | Abusive | User Added |
| “@thejanicexxx: o u unfollowed me so i can't dm u, so i'll say it here, you're a rude cunt lmao” you can dm me | Mixed | Hate Speech | 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