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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 418655  46.844%  (97.383% of non-spam corpus)
# Correctly spam:     224281  25.095%  (48.355% of spam corpus)
# False positives:     11252  1.259%  (2.617% of nonspam, 359934 weighted)
# False negatives:    239542  26.803%  (51.645% of spam, 507027 weighted)
# Average score for spam:  6.7    nonspam: 1.1
# Average for false-pos:   5.9  false-neg: 2.1
# TOTAL:              893730  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  52169  97.36%
# Correctly spam:      27996  48.39%
# False positives:      1416  2.64%
# False negatives:     29861  51.61%
# TCR(l=50): 0.574771  SpamRecall: 48.388%  SpamPrec: 95.186%

##### 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: 419222  97.51%
# Correctly spam:     172459  37.18%
# False positives:     10685  2.49%
# False negatives:    291364  62.82%
# TCR(l=50): 0.561792  SpamRecall: 37.182%  SpamPrec: 94.166%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  52252  97.51%
# Correctly spam:      21494  37.15%
# False positives:      1333  2.49%
# False negatives:     36363  62.85%
# TCR(l=50): 0.561648  SpamRecall: 37.150%  SpamPrec: 94.160%