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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153586  48.955%  (99.401% of non-spam corpus)
# Correctly spam:      84786  27.025%  (53.251% of spam corpus)
# False positives:       925  0.295%  (0.599% of nonspam,  64319 weighted)
# False negatives:     74435  23.726%  (46.749% of spam, 204894 weighted)
# Average score for spam:  7.5    nonspam: -0.2
# Average for false-pos:   6.7  false-neg: 2.8
# TOTAL:              313732  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19322  99.38%
# Correctly spam:      10649  53.11%
# False positives:       121  0.62%
# False negatives:      9401  46.89%
# TCR(l=50): 1.297651  SpamRecall: 53.112%  SpamPrec: 98.877%

##### 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: 154027  99.69%
# Correctly spam:      37810  23.75%
# False positives:       484  0.31%
# False negatives:    121411  76.25%
# TCR(l=50): 1.093468  SpamRecall: 23.747%  SpamPrec: 98.736%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19392  99.74%
# Correctly spam:       4742  23.65%
# False positives:        51  0.26%
# False negatives:     15308  76.35%
# TCR(l=50): 1.122746  SpamRecall: 23.651%  SpamPrec: 98.936%