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Table 5 Model Performance. (‘-’: \(p< 1\), ‘.’: \(p<0.1\), ‘*’: \(p< 0.05\), ‘**’: \(p< 0.01\))

From: Leveraging WiFi network logs to infer student collocation and its relationship with academic performance

Model

Training Data

Estimator

Pearson’s R

 

\(M_{\mathrm{Peer}}\)

Peer Evaluation

LR

0.08

\(M_{\mathrm{Indi}}\)

Individual Behavior

GB

0.14

.

\(M_{\mathrm{Colloc}}\)

Collocation Behavior

GB

0.24

**

\(M_{\mathrm{Indi}+\mathrm{Colloc}}\)

Individual + Collocation

GB

0.25

**