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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 432597  42.041%  (97.123% of non-spam corpus)
# Correctly spam:     269032  26.146%  (46.101% of spam corpus)
# False positives:     12815  1.245%  (2.877% of nonspam, 495616 weighted)
# False negatives:    314535  30.568%  (53.899% of spam, 742042 weighted)
# Average score for spam:  6.0    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              1028979  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  53853  96.98%
# Correctly spam:      33632  46.19%
# False positives:      1679  3.02%
# False negatives:     39174  53.81%
# TCR(l=50): 0.591323  SpamRecall: 46.194%  SpamPrec: 95.245%

##### 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: 433471  97.32%
# Correctly spam:     219613  37.63%
# False positives:     11941  2.68%
# False negatives:    363954  62.37%
# TCR(l=50): 0.607247  SpamRecall: 37.633%  SpamPrec: 94.843%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54019  97.28%
# Correctly spam:      27358  37.58%
# False positives:      1513  2.72%
# False negatives:     45448  62.42%
# TCR(l=50): 0.601216  SpamRecall: 37.577%  SpamPrec: 94.759%