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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 194601  28.704%  (99.187% of non-spam corpus)
# Correctly spam:     280754  41.411%  (58.276% of spam corpus)
# False positives:      1596  0.235%  (0.813% of nonspam, 250137 weighted)
# False negatives:    201016  29.650%  (41.724% of spam, 764268 weighted)
# Average score for spam:  8.2    nonspam: -0.6
# Average for false-pos:   6.4  false-neg: 3.8
# TOTAL:              677967  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24341  99.23%
# Correctly spam:      34988  58.19%
# False positives:       189  0.77%
# False negatives:     25136  41.81%
# TCR(l=50): 1.738391  SpamRecall: 58.193%  SpamPrec: 99.463%

##### 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: 195657  99.72%
# Correctly spam:      82604  17.15%
# False positives:       540  0.28%
# False negatives:    399166  82.85%
# TCR(l=50): 1.130475  SpamRecall: 17.146%  SpamPrec: 99.351%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24470  99.76%
# Correctly spam:      10391  17.28%
# False positives:        60  0.24%
# False negatives:     49733  82.72%
# TCR(l=50): 1.140159  SpamRecall: 17.283%  SpamPrec: 99.426%