To ride-hail or not to ride-hail? Complementarity and competition between public transit and transportation network companies through the lens of app data

Table 4 Predictive efficacy of the four algorithms used to predict TNC taps

Algorithm	Accuracy	Recall	Precision	F1 score
Logistic regression	0.60±0.01	0.52±0.05	0.13±0.01	0.22±0.02
SVM	0.60±0.01	0.53±0.04	0.13±0.01	0.23±0.02
Random Forest	0.78±0.02	0.36±0.04	0.20±0.02	0.25±0.03
AdaBoost	0.75±0.02	0.31±0.03	0.53±0.05	0.38±0.03