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Text Classification on SMS Spam Collection (5-fold cross-validation)

98.7Accuracy

CTM

Updated 1mo ago

Evaluation Results

Method	Links
CTM 2025.06		98.7
DALTA 2025.06		97.8
DALTA 2025.06		97.8
DALTA 2025.06		97.5
DALTA 2025.06		97.5
ProdLDA 2025.06		96
LDA 2025.06		89.7
ECRTM 2025.06		89.1
LDA 2025.06		89
CTM 2025.06		88.6
ECRTM 2025.06		88.3
ECRTM 2025.06		88.1
Meta-CETM 2025.06		88.1
LDA 2025.06		87.2
Meta-CETM 2025.06		87.2
Meta-CETM 2025.06		87.1
ECRTM 2025.06		87
Fastopic 2025.06		87
Fastopic 2025.06		86.9
Fastopic 2025.06		86.9
Fastopic 2025.06		86.8
LDA 2025.06		86.4
ProdLDA 2025.06		86.4
ProdLDA 2025.06		86.4
ETM 2025.06		86.4
ETM 2025.06		86.4
ETM 2025.06		86.4
ETM 2025.06		86.4
CTM 2025.06		86.4
CTM 2025.06		86.4
DeTime 2025.06		86.4
DeTime 2025.06		86.4
DeTime 2025.06		86.4
DeTime 2025.06		86.4
Meta-CETM 2025.06		85.3
ProdLDA 2025.06		83.7