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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 297385  38.890%  (99.716% of non-spam corpus)
# Correctly spam:     353562  46.237%  (75.799% of spam corpus)
# False positives:       847  0.111%  (0.284% of nonspam,  41927 weighted)
# False negatives:    112886  14.763%  (24.201% of spam, 183698 weighted)
# Average score for spam:  8.8    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 1.6
# TOTAL:              764680  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37099  99.68%
# Correctly spam:      44116  75.82%
# False positives:       119  0.32%
# False negatives:     14071  24.18%
# TCR(l=50): 2.906298  SpamRecall: 75.818%  SpamPrec: 99.731%

##### 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: 289011  96.91%
# Correctly spam:     244360  52.39%
# False positives:      9221  3.09%
# False negatives:    222088  47.61%
# TCR(l=50): 0.682802  SpamRecall: 52.387%  SpamPrec: 96.364%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36071  96.92%
# Correctly spam:      30448  52.33%
# False positives:      1147  3.08%
# False negatives:     27739  47.67%
# TCR(l=50): 0.683837  SpamRecall: 52.328%  SpamPrec: 96.370%