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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180672  26.487%  (99.300% of non-spam corpus)
# Correctly spam:     481930  70.651%  (96.351% of spam corpus)
# False positives:      1273  0.187%  (0.700% of nonspam, 219970 weighted)
# False negatives:     18251  2.676%  (3.649% of spam,  51788 weighted)
# Average score for spam:  11.4    nonspam: -0.6
# Average for false-pos:   6.3  false-neg: 2.8
# TOTAL:              682126  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22695  99.30%
# Correctly spam:      60180  96.35%
# False positives:       160  0.70%
# False negatives:      2280  3.65%
# TCR(l=50): 6.075875  SpamRecall: 96.350%  SpamPrec: 99.735%

##### 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: 181311  99.65%
# Correctly spam:     243390  48.66%
# False positives:       634  0.35%
# False negatives:    256791  51.34%
# TCR(l=50): 1.733784  SpamRecall: 48.660%  SpamPrec: 99.740%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22769  99.62%
# Correctly spam:      30511  48.85%
# False positives:        86  0.38%
# False negatives:     31949  51.15%
# TCR(l=50): 1.723082  SpamRecall: 48.849%  SpamPrec: 99.719%