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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 202334  24.341%  (99.648% of non-spam corpus)
# Correctly spam:     549395  66.092%  (87.454% of spam corpus)
# False positives:       714  0.086%  (0.352% of nonspam, 146627 weighted)
# False negatives:     78816  9.482%  (12.546% of spam, 190328 weighted)
# Average score for spam:  19.6    nonspam: -0.6
# Average for false-pos:   6.6  false-neg: 2.4
# TOTAL:              831259  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25308  99.65%
# Correctly spam:      68625  87.52%
# False positives:        89  0.35%
# False negatives:      9784  12.48%
# TCR(l=50): 5.508571  SpamRecall: 87.522%  SpamPrec: 99.870%

##### 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: 200658  98.82%
# Correctly spam:     437504  69.64%
# False positives:      2390  1.18%
# False negatives:    190707  30.36%
# TCR(l=50): 2.025135  SpamRecall: 69.643%  SpamPrec: 99.457%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25122  98.92%
# Correctly spam:      54635  69.68%
# False positives:       275  1.08%
# False negatives:     23774  30.32%
# TCR(l=50): 2.089569  SpamRecall: 69.680%  SpamPrec: 99.499%