Table 6 Sensor Fusion of arc_sum feature with typing features.

From: Smartphone accelerometer data as a proxy for clinical data in modeling of bipolar disorder symptom trajectory

Accelerometer

Classifier

Acc

Acc std

AUC

AUC std

Sensitivity

nKeypresses

Random Forest

0.9009

0.01

0.9406

0.01

0.9098

Gradient Boost

0.8751

0.01

0.9417

0.02

0.8961

Neural Network

0.8964

0.01

0.9494

0.01

0.9156

autocorrectRate

Random Forest

0.9017

0.02

0.9438

0.02

0.9129

Gradient Boost

0.8767

0.03

0.9435

0.02

0.8909

Neural Network

0.8958

0.02

0.9523

0.01

0.9131

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