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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166757  51.146%  (99.577% of non-spam corpus)
# Correctly spam:     126647  38.844%  (79.865% of spam corpus)
# False positives:       708  0.217%  (0.423% of nonspam,  39466 weighted)
# False negatives:     31929  9.793%  (20.135% of spam,  74117 weighted)
# Average score for spam:  11.3    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              326041  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20989  99.54%
# Correctly spam:      15903  79.62%
# False positives:        98  0.46%
# False negatives:      4070  20.38%
# TCR(l=50): 2.226644  SpamRecall: 79.622%  SpamPrec: 99.388%

##### 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: 167070  99.76%
# Correctly spam:      82838  52.24%
# False positives:       395  0.24%
# False negatives:     75738  47.76%
# TCR(l=50): 1.660690  SpamRecall: 52.239%  SpamPrec: 99.525%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21021  99.69%
# Correctly spam:      10412  52.13%
# False positives:        66  0.31%
# False negatives:      9561  47.87%
# TCR(l=50): 1.552990  SpamRecall: 52.130%  SpamPrec: 99.370%