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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147770  36.907%  (99.326% of non-spam corpus)
# Correctly spam:     243317  60.771%  (96.704% of spam corpus)
# False positives:      1002  0.250%  (0.674% of nonspam, 114599 weighted)
# False negatives:      8293  2.071%  (3.296% of spam,  24152 weighted)
# Average score for spam:  24.5    nonspam: -1.1
# Average for false-pos:   6.8  false-neg: 2.9
# TOTAL:              400382  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18530  99.27%
# Correctly spam:      30387  96.73%
# False positives:       137  0.73%
# False negatives:      1027  3.27%
# TCR(l=50): 3.988067  SpamRecall: 96.731%  SpamPrec: 99.551%

##### 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: 148383  99.74%
# Correctly spam:     233961  92.99%
# False positives:       389  0.26%
# False negatives:     17649  7.01%
# TCR(l=50): 6.782124  SpamRecall: 92.986%  SpamPrec: 99.834%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18623  99.76%
# Correctly spam:      29258  93.14%
# False positives:        44  0.24%
# False negatives:      2156  6.86%
# TCR(l=50): 7.211662  SpamRecall: 93.137%  SpamPrec: 99.850%