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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172695  27.910%  (97.258% of non-spam corpus)
# Correctly spam:     236948  38.294%  (53.707% of spam corpus)
# False positives:      4869  0.787%  (2.742% of nonspam, 363036 weighted)
# False negatives:    204241  33.008%  (46.293% of spam, 600326 weighted)
# Average score for spam:  6.8    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.9
# TOTAL:              618753  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21693  97.24%
# Correctly spam:      29542  53.70%
# False positives:       616  2.76%
# False negatives:     25467  46.30%
# TCR(l=50): 0.977642  SpamRecall: 53.704%  SpamPrec: 97.957%

##### 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: 172616  97.21%
# Correctly spam:     101694  23.05%
# False positives:      4948  2.79%
# False negatives:    339495  76.95%
# TCR(l=50): 0.751734  SpamRecall: 23.050%  SpamPrec: 95.360%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21711  97.32%
# Correctly spam:      12818  23.30%
# False positives:       598  2.68%
# False negatives:     42191  76.70%
# TCR(l=50): 0.763049  SpamRecall: 23.302%  SpamPrec: 95.543%