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 @MayaAngelouFRO: Ready to slay these bitches and im not even half way thew my soak http://t.co/uKCdyM7kbx | Mixed | Abusive | User Added |
| RT @Maxin_Betha Wipe the cum out of them faggot RT @80sbaby4life Contact lens is wildin can't see shit | Mixed | Abusive | User Added |
| RT @Maxicat: Charlie Rangel Re-Writes History: On GOP “They Think They Won The Civil War” http://t.co/moCeUBRUTf | Mixed | Safe | User Added |
| RT @MaxDeLaCruz8: Happy birthday bitch @Whitecholo23 http://t.co/DmeqQFL8X1 | Mixed | Abusive | User Added |
| RT @MaxAbrahms: When Americans claim #ISIS is just a "local threat," reply: You mean just to Iraq, Syria, Turkey, Jordan, Saudi Arabia, Leb… | Mixed | Safe | User Added |
| RT @Mattyfatass: You a pussy bitch and I kick your ass in gta, but you're chill as fuck and we need that 1v1 in basketball again | Mixed | Abusive | User Added |
| RT @Matty_Kem: My favorite shark is megaldon, my least favorite is a mud shark. They are the worst | Mixed | Safe | User Added |
| RT @MattieTrump97: Win % since pile of trash @jairusbyrd went to New Orleans: #Buffalo:1.000 #NewOrleans:0.0000000000000 #FuckByrd #WhoNe… | Mixed | Abusive | User Added |
| RT @Matthops82: cc: Rosemary Lehmberg RT @ComedyCentral: “I'll show you how to chug a beer, motherf**ker!” #Beerfest http://t.co/1JNGk3MXfh | Mixed | Abusive | User Added |
| RT @Matthops82: In conclusion, Lois Lerner is a giant bitch. | Mixed | Abusive | User Added |
| RT @Matt_Simonson: Oomfs teeth are quite yellow😂💀💀 @WBDyllon_ | Mixed | Safe | User Added |
| RT @MattHasTheMusic: @SelfPaidYayo @OGMaco if u ain't making music for me to sip Henny to u a bitch so Maco winnin if he from a island no f… | 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