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statcompute/pava_compare

Created March 31, 2019 20:36
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pava_compare
pava_bin(df, bad, tot_derog)$df
# bin rule freq dist mv_cnt bad_freq bad_rate woe iv ks
# 00 is.na($X) 213 0.0365 213 70 0.3286 0.6416 0.0178 2.7716
# 01 $X <= 1 3741 0.6409 0 560 0.1497 -0.3811 0.0828 18.9469
# 02 $X > 1 & $X <= 2 478 0.0819 0 121 0.2531 0.2740 0.0066 16.5222
# 03 $X > 2 & $X <= 3 332 0.0569 0 86 0.2590 0.3050 0.0058 14.6321
# 04 $X > 3 & $X <= 23 1064 0.1823 0 353 0.3318 0.6557 0.0931 0.4370
# 05 $X > 23 9 0.0015 0 6 0.6667 2.0491 0.0090 0.0000
iso_bin(df, bad, tot_derog)$df
# bin rule freq dist mv_cnt bad_freq bad_rate woe iv ks
# 00 is.na($X) 213 0.0365 213 70 0.3286 0.6416 0.0178 2.7716
# 01 $X <= 1 3741 0.6409 0 560 0.1497 -0.3811 0.0828 18.9469
# 02 $X > 1 & $X <= 2 478 0.0819 0 121 0.2531 0.2740 0.0066 16.5222
# 03 $X > 2 & $X <= 3 332 0.0569 0 86 0.2590 0.3050 0.0058 14.6321
# 04 $X > 3 & $X <= 23 1064 0.1823 0 353 0.3318 0.6557 0.0931 0.4370
# 05 $X > 23 9 0.0015 0 6 0.6667 2.0491 0.0090 0.0000
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