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Table 9 Comparison of predictive power by category (SVM)

From: How much do social connections matter in fundraising outcomes?

Category Baseline model Social connections model
Accuracy (%) Precision (%) Recall (%) F1 (%) Accuracy (%) Precision (%) Recall (%) F1 (%)
Art 90.04 91.26 92.80 92.02 91.66 91.95 94.72 93.31
Comics 91.00 92.53 93.42 92.97 91.00 91.79 94.73 93.23
Crafts 89.28 91.89 89.47 90.67 88.78 89.22 89.22 89.22
Dance 91.99 94.05 96.73 95.37 89.20 90.44 97.01 93.61
Design 88.93 90.66 88.63 89.63 90.55 89.87 91.99 90.92
Fashion 90.18 92.17 86.18 89.08 89.92 91.86 85.87 88.76
Film & Video 91.20 92.04 92.53 92.29 91.44 92.13 92.69 92.41
Food 90.09 90.14 90.87 90.51 88.62 90.84 88.03 89.41
Games 91.53 92.07 92.50 92.29 90.96 92.60 92.85 91.71
Journalism 91.60 98.19 84.38 90.76 90.08 90.63 89.23 89.92
Music 92.11 93.84 95.22 94.53 92.61 94.05 95.80 94.92
Photography 90.88 90.74 91.02 90.88 88.10 88.83 89.58 89.20
Publishing 91.19 91.33 91.10 91.21 91.06 91.84 90.77 91.30
Technology 90.85 91.49 89.12 90.29 89.25 89.92 88.37 89.14
Theater 91.50 92.70 96.57 94.60 92.88 93.87 97.20 95.51