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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 293338  67.682%  (99.386% of non-spam corpus)
# Correctly spam:     106470  24.566%  (77.009% of spam corpus)
# False positives:      1812  0.418%  (0.614% of nonspam,  76922 weighted)
# False negatives:     31787  7.334%  (22.991% of spam,  54187 weighted)
# Average score for spam:  12.8    nonspam: -0.2
# Average for false-pos:   9.1  false-neg: 1.7
# TOTAL:              433407  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36631  99.43%
# Correctly spam:      13573  78.33%
# False positives:       210  0.57%
# False negatives:      3754  21.67%
# TCR(l=50): 1.215589  SpamRecall: 78.334%  SpamPrec: 98.476%

##### 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: 293635  99.49%
# Correctly spam:      86998  62.92%
# False positives:      1515  0.51%
# False negatives:     51259  37.08%
# TCR(l=50): 1.088561  SpamRecall: 62.925%  SpamPrec: 98.288%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36659  99.51%
# Correctly spam:      11077  63.93%
# False positives:       182  0.49%
# False negatives:      6250  36.07%
# TCR(l=50): 1.128795  SpamRecall: 63.929%  SpamPrec: 98.384%
