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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180671  26.485%  (99.300% of non-spam corpus)
# Correctly spam:     481964  70.651%  (96.349% of spam corpus)
# False positives:      1274  0.187%  (0.700% of nonspam, 220236 weighted)
# False negatives:     18265  2.677%  (3.651% of spam,  51987 weighted)
# Average score for spam:  11.5    nonspam: -0.6
# Average for false-pos:   6.3  false-neg: 2.8
# TOTAL:              682174  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:      60214  96.39%
# False positives:       160  0.70%
# False negatives:      2257  3.61%
# TCR(l=50): 6.090572  SpamRecall: 96.387%  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:     243415  48.66%
# False positives:       634  0.35%
# False negatives:    256814  51.34%
# TCR(l=50): 1.733812  SpamRecall: 48.661%  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:      30514  48.85%
# False positives:        86  0.38%
# False negatives:     31957  51.15%
# TCR(l=50): 1.723005  SpamRecall: 48.845%  SpamPrec: 99.719%