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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153915  54.571%  (97.054% of non-spam corpus)
# Correctly spam:      66344  23.522%  (53.737% of spam corpus)
# False positives:      4672  1.656%  (2.946% of nonspam, 110314 weighted)
# False negatives:     57116  20.251%  (46.263% of spam, 131884 weighted)
# Average score for spam:  7.7    nonspam: 1.3
# Average for false-pos:   6.1  false-neg: 2.3
# TOTAL:              282047  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19331  96.79%
# Correctly spam:       8358  53.92%
# False positives:       642  3.21%
# False negatives:      7142  46.08%
# TCR(l=50): 0.394985  SpamRecall: 53.923%  SpamPrec: 92.867%

##### 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: 154192  97.23%
# Correctly spam:      26808  21.71%
# False positives:      4395  2.77%
# False negatives:     96652  78.29%
# TCR(l=50): 0.390200  SpamRecall: 21.714%  SpamPrec: 85.915%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19394  97.10%
# Correctly spam:       3375  21.77%
# False positives:       579  2.90%
# False negatives:     12125  78.23%
# TCR(l=50): 0.377358  SpamRecall: 21.774%  SpamPrec: 85.357%