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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151597  14.248%  (93.330% of non-spam corpus)
# Correctly spam:     605997  56.956%  (67.218% of spam corpus)
# False positives:     10835  1.018%  (6.670% of nonspam, 1601899 weighted)
# False negatives:    295542  27.777%  (32.782% of spam, 393309 weighted)
# Average score for spam:  7.4    nonspam: 0.8
# Average for false-pos:   5.3  false-neg: 1.3
# TOTAL:              1063971  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19040  92.99%
# Correctly spam:      75805  67.35%
# False positives:      1436  7.01%
# False negatives:     36751  32.65%
# TCR(l=50): 1.036895  SpamRecall: 67.349%  SpamPrec: 98.141%

##### 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: 160258  98.66%
# Correctly spam:     278565  30.90%
# False positives:      2174  1.34%
# False negatives:    622974  69.10%
# TCR(l=50): 1.232159  SpamRecall: 30.899%  SpamPrec: 99.226%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20206  98.68%
# Correctly spam:      34838  30.95%
# False positives:       270  1.32%
# False negatives:     77718  69.05%
# TCR(l=50): 1.233923  SpamRecall: 30.952%  SpamPrec: 99.231%