Table 5 Sensor fusion of medianX 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

0.9077

0.02

0.9386

0.001

0.9108

Gradient Boost

0.8706

0.02

0.9347

0.01

0.8825

Neural Network

0.8868

0.02

0.9426

0.01

0.9125

backspaceRate

Random Forest

0.9119

0.01

0.9449

0.001

0.9182

Gradient Boost

0.8788

0.02

0.9396

0.02

0.9035

Neural Network

0.8850

0.02

0.9435

0.02

0.9072

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