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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164207  37.857%  (99.693% of non-spam corpus)
# Correctly spam:     242844  55.987%  (90.264% of spam corpus)
# False positives:       506  0.117%  (0.307% of nonspam,  54218 weighted)
# False negatives:     26194  6.039%  (9.736% of spam,  56180 weighted)
# Average score for spam:  12.6    nonspam: -0.2
# Average for false-pos:   6.6  false-neg: 2.1
# TOTAL:              433751  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20664  99.60%
# Correctly spam:      30356  90.25%
# False positives:        83  0.40%
# False negatives:      3279  9.75%
# TCR(l=50): 4.527527  SpamRecall: 90.251%  SpamPrec: 99.727%

##### 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: 164460  99.85%
# Correctly spam:      88477  32.89%
# False positives:       253  0.15%
# False negatives:    180561  67.11%
# TCR(l=50): 1.392457  SpamRecall: 32.886%  SpamPrec: 99.715%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20709  99.82%
# Correctly spam:      10933  32.50%
# False positives:        38  0.18%
# False negatives:     22702  67.50%
# TCR(l=50): 1.367165  SpamRecall: 32.505%  SpamPrec: 99.654%