##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 726278  37.122%  (99.942% of non-spam corpus)
# Correctly spam:     1185943  60.617%  (96.437% of spam corpus)
# False positives:       422  0.022%  (0.058% of nonspam,  42923 weighted)
# False negatives:     43818  2.240%  (3.563% of spam,  87358 weighted)
# Average score for spam:  20.6    nonspam: -1.4
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              1956461  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  90572  99.95%
# Correctly spam:     148175  96.41%
# False positives:        42  0.05%
# False negatives:      5512  3.59%
# TCR(l=50): 20.190095  SpamRecall: 96.413%  SpamPrec: 99.972%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 724339  99.68%
# Correctly spam:     867147  70.51%
# False positives:      2361  0.32%
# False negatives:    362614  29.49%
# TCR(l=50): 2.558463  SpamRecall: 70.513%  SpamPrec: 99.728%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  90315  99.67%
# Correctly spam:     108630  70.68%
# False positives:       299  0.33%
# False negatives:     45057  29.32%
# TCR(l=50): 2.561151  SpamRecall: 70.683%  SpamPrec: 99.726%