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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172686  15.819%  (98.958% of non-spam corpus)
# Correctly spam:     530002  48.551%  (57.788% of spam corpus)
# False positives:      1818  0.167%  (1.042% of nonspam, 574738 weighted)
# False negatives:    387139  35.464%  (42.212% of spam, 1116136 weighted)
# Average score for spam:  7.0    nonspam: 0.4
# Average for false-pos:   6.0  false-neg: 2.9
# TOTAL:              1091645  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21683  98.92%
# Correctly spam:      66304  57.95%
# False positives:       237  1.08%
# False negatives:     48117  42.05%
# TCR(l=50): 1.908066  SpamRecall: 57.947%  SpamPrec: 99.644%

##### 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: 174206  99.83%
# Correctly spam:      58697  6.40%
# False positives:       298  0.17%
# False negatives:    858444  93.60%
# TCR(l=50): 1.050149  SpamRecall: 6.400%  SpamPrec: 99.495%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21879  99.81%
# Correctly spam:       7067  6.18%
# False positives:        41  0.19%
# False negatives:    107354  93.82%
# TCR(l=50): 1.045858  SpamRecall: 6.176%  SpamPrec: 99.423%
