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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 121259  21.706%  (98.012% of non-spam corpus)
# Correctly spam:     377083  67.501%  (86.703% of spam corpus)
# False positives:      2460  0.440%  (1.988% of nonspam, 276607 weighted)
# False negatives:     57831  10.352%  (13.297% of spam, 172730 weighted)
# Average score for spam:  13.6    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 3.0
# TOTAL:              558633  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15188  97.84%
# Correctly spam:      47091  86.86%
# False positives:       335  2.16%
# False negatives:      7126  13.14%
# TCR(l=50): 2.270774  SpamRecall: 86.857%  SpamPrec: 99.294%

##### 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: 121490  98.20%
# Correctly spam:     129828  29.85%
# False positives:      2229  1.80%
# False negatives:    305086  70.15%
# TCR(l=50): 1.044121  SpamRecall: 29.851%  SpamPrec: 98.312%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15228  98.10%
# Correctly spam:      16031  29.57%
# False positives:       295  1.90%
# False negatives:     38186  70.43%
# TCR(l=50): 1.024199  SpamRecall: 29.568%  SpamPrec: 98.193%