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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181723  44.492%  (96.351% of non-spam corpus)
# Correctly spam:     104522  25.590%  (47.545% of spam corpus)
# False positives:      6882  1.685%  (3.649% of nonspam, 251450 weighted)
# False negatives:    115317  28.233%  (52.455% of spam, 266669 weighted)
# Average score for spam:  8.1    nonspam: 0.8
# Average for false-pos:   6.3  false-neg: 2.3
# TOTAL:              408444  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22816  96.37%
# Correctly spam:      13244  48.15%
# False positives:       859  3.63%
# False negatives:     14260  51.85%
# TCR(l=50): 0.480755  SpamRecall: 48.153%  SpamPrec: 93.909%

##### 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: 182768  96.91%
# Correctly spam:      46693  21.24%
# False positives:      5837  3.09%
# False negatives:    173146  78.76%
# TCR(l=50): 0.472776  SpamRecall: 21.240%  SpamPrec: 88.888%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22926  96.84%
# Correctly spam:       5852  21.28%
# False positives:       749  3.16%
# False negatives:     21652  78.72%
# TCR(l=50): 0.465365  SpamRecall: 21.277%  SpamPrec: 88.653%