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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 170835  15.169%  (98.950% of non-spam corpus)
# Correctly spam:     457645  40.637%  (47.994% of spam corpus)
# False positives:      1812  0.161%  (1.050% of nonspam, 606836 weighted)
# False negatives:    495896  44.033%  (52.006% of spam, 1074548 weighted)
# Average score for spam:  5.7    nonspam: 0.5
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              1126188  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21498  98.99%
# Correctly spam:      57187  48.02%
# False positives:       220  1.01%
# False negatives:     61896  51.98%
# TCR(l=50): 1.633601  SpamRecall: 48.023%  SpamPrec: 99.617%

##### 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: 172280  99.79%
# Correctly spam:      66959  7.02%
# False positives:       367  0.21%
# False negatives:    886582  92.98%
# TCR(l=50): 1.053716  SpamRecall: 7.022%  SpamPrec: 99.455%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21668  99.77%
# Correctly spam:       8471  7.11%
# False positives:        50  0.23%
# False negatives:    110612  92.89%
# TCR(l=50): 1.052788  SpamRecall: 7.114%  SpamPrec: 99.413%