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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 314935  51.909%  (95.940% of non-spam corpus)
# Correctly spam:      83560  13.773%  (30.010% of spam corpus)
# False positives:     13327  2.197%  (4.060% of nonspam, 337304 weighted)
# False negatives:    194885  32.122%  (69.990% of spam, 439198 weighted)
# Average score for spam:  4.2    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              606707  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39256  95.92%
# Correctly spam:      10487  30.11%
# False positives:      1671  4.08%
# False negatives:     24339  69.89%
# TCR(l=50): 0.322795  SpamRecall: 30.113%  SpamPrec: 86.256%

##### 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: 315599  96.14%
# Correctly spam:      56435  20.27%
# False positives:     12663  3.86%
# False negatives:    222010  79.73%
# TCR(l=50): 0.325606  SpamRecall: 20.268%  SpamPrec: 81.674%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39390  96.24%
# Correctly spam:       6985  20.06%
# False positives:      1537  3.76%
# False negatives:     27841  79.94%
# TCR(l=50): 0.332655  SpamRecall: 20.057%  SpamPrec: 81.964%