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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169730  46.553%  (99.112% of non-spam corpus)
# Correctly spam:     145949  40.030%  (75.487% of spam corpus)
# False positives:      1521  0.417%  (0.888% of nonspam, 110284 weighted)
# False negatives:     47395  12.999%  (24.513% of spam, 131178 weighted)
# Average score for spam:  9.4    nonspam: -0.2
# Average for false-pos:   6.4  false-neg: 2.8
# TOTAL:              364595  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21401  99.23%
# Correctly spam:      18359  75.76%
# False positives:       166  0.77%
# False negatives:      5873  24.24%
# TCR(l=50): 1.709730  SpamRecall: 75.763%  SpamPrec: 99.104%

##### 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: 170377  99.49%
# Correctly spam:     115437  59.71%
# False positives:       874  0.51%
# False negatives:     77907  40.29%
# TCR(l=50): 1.589908  SpamRecall: 59.705%  SpamPrec: 99.249%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21442  99.42%
# Correctly spam:      14452  59.64%
# False positives:       125  0.58%
# False negatives:      9780  40.36%
# TCR(l=50): 1.511666  SpamRecall: 59.640%  SpamPrec: 99.142%