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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167364  22.948%  (94.328% of non-spam corpus)
# Correctly spam:     235219  32.251%  (42.620% of spam corpus)
# False positives:     10063  1.380%  (5.672% of nonspam, 956323 weighted)
# False negatives:    316682  43.421%  (57.380% of spam, 771017 weighted)
# Average score for spam:  9.6    nonspam: 1.5
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              729328  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21013  94.26%
# Correctly spam:      29724  43.11%
# False positives:      1280  5.74%
# False negatives:     39231  56.89%
# TCR(l=50): 0.667968  SpamRecall: 43.106%  SpamPrec: 95.872%

##### 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: 167987  94.68%
# Correctly spam:     178884  32.41%
# False positives:      9440  5.32%
# False negatives:    373017  67.59%
# TCR(l=50): 0.653124  SpamRecall: 32.412%  SpamPrec: 94.987%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21074  94.53%
# Correctly spam:      22456  32.57%
# False positives:      1219  5.47%
# False negatives:     46499  67.43%
# TCR(l=50): 0.641746  SpamRecall: 32.566%  SpamPrec: 94.851%