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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 711483  54.726%  (99.563% of non-spam corpus)
# Correctly spam:     444614  34.199%  (75.940% of spam corpus)
# False positives:      3125  0.240%  (0.437% of nonspam,  73077 weighted)
# False negatives:    140865  10.835%  (24.060% of spam, 288421 weighted)
# Average score for spam:  9.7    nonspam: 0.6
# Average for false-pos:   5.7  false-neg: 2.0
# TOTAL:              1300087  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88731  99.52%
# Correctly spam:      55327  75.73%
# False positives:       428  0.48%
# False negatives:     17735  24.27%
# TCR(l=50): 1.866922  SpamRecall: 75.726%  SpamPrec: 99.232%

##### 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: 700132  97.97%
# Correctly spam:     203536  34.76%
# False positives:     14476  2.03%
# False negatives:    381943  65.24%
# TCR(l=50): 0.529489  SpamRecall: 34.764%  SpamPrec: 93.360%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  87306  97.92%
# Correctly spam:      25295  34.62%
# False positives:      1853  2.08%
# False negatives:     47767  65.38%
# TCR(l=50): 0.520322  SpamRecall: 34.621%  SpamPrec: 93.174%