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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165862  43.066%  (96.391% of non-spam corpus)
# Correctly spam:     104244  27.067%  (48.927% of spam corpus)
# False positives:      6210  1.612%  (3.609% of nonspam, 231418 weighted)
# False negatives:    108815  28.254%  (51.073% of spam, 280145 weighted)
# Average score for spam:  6.4    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              385131  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20862  96.30%
# Correctly spam:      13136  49.25%
# False positives:       802  3.70%
# False negatives:     13535  50.75%
# TCR(l=50): 0.497269  SpamRecall: 49.252%  SpamPrec: 94.246%

##### 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: 166079  96.52%
# Correctly spam:      45010  21.13%
# False positives:      5993  3.48%
# False negatives:    168049  78.87%
# TCR(l=50): 0.455547  SpamRecall: 21.126%  SpamPrec: 88.250%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20903  96.49%
# Correctly spam:       5666  21.24%
# False positives:       761  3.51%
# False negatives:     21005  78.76%
# TCR(l=50): 0.451630  SpamRecall: 21.244%  SpamPrec: 88.159%