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 @AH_Michael: 12 lava cakes, bitches. #RTExtraLife | Mixed | Abusive | User Added |
| RT @AGRIcouture: Wow RT @RingkledSuccess: Lmao RT "@badgalcash: bet not ever come to my house again dirty bitch http://t.co/Qv1rUzGsfJ" | Mixed | Abusive | User Added |
| RT @AG2Pearl: Black Americans Are Worse Off Under BHO http://t.co/k4IwEugNyx Well researched article...bound to elicit cries of Uncle Tom … | Mixed | Safe | User Added |
| RT @AFBoycie: @BrockLesnar ill fight you ! Ya big daft cunt . | Mixed | Abusive | User Added |
| RT @AChosenWord: Of rain showers & weepy fog of soft light & cool touch of wild wind that carry music of birds who cease to soar; this feel… | Mixed | Safe | User Added |
| RT @AC_Hussle: When yall having a good day & she brings up a bitch from Twitter http://t.co/LQVLDxOwsH | Mixed | Abusive | User Added |
| RT @AC_Hussle: Real RT @iHitModelsRaw: All jokes aside the hoes I know some of the coolest women I've ever met | Mixed | Abusive | User Added |
| RT @AC_Hussle: Niggas love cuffing hoes then acting surprised when they turn out to be hoes. | Mixed | Abusive | User Added |
| RT @AC_Hussle: Bron pregame speeches be so trash though lmao | Mixed | Safe | User Added |
| RT @ACMobbDeep: @sugarhillgang00 @willyc14_ high flyers, crr, militia, boner squad, ball sack, weiner FC, anal brownies | Mixed | Abusive | User Added |
| RT @ABCbirds1: #Neonics are deadly to #birds like the American Kestrel and #bees. Ask @Lowes to take it off their shelves. #EcoWed http://t… | Mixed | Safe | User Added |
| RT @ABCbirds1: #Colorado lawmakers consider nation’s 1st #wind energy legislation to protect #birds & #bats. http://t.co/shwQYb76pw http://… | 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