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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163373  47.739%  (99.112% of non-spam corpus)
# Correctly spam:     113600  33.195%  (64.040% of spam corpus)
# False positives:      1463  0.427%  (0.888% of nonspam,  99967 weighted)
# False negatives:     63788  18.639%  (35.960% of spam, 166096 weighted)
# Average score for spam:  14.5    nonspam: -0.4
# Average for false-pos:   6.3  false-neg: 2.6
# TOTAL:              342224  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20572  99.12%
# Correctly spam:      14046  63.01%
# False positives:       182  0.88%
# False negatives:      8245  36.99%
# TCR(l=50): 1.285154  SpamRecall: 63.012%  SpamPrec: 98.721%

##### 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: 164271  99.66%
# Correctly spam:      85390  48.14%
# False positives:       565  0.34%
# False negatives:     91998  51.86%
# TCR(l=50): 1.475185  SpamRecall: 48.137%  SpamPrec: 99.343%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20682  99.65%
# Correctly spam:      10720  48.09%
# False positives:        72  0.35%
# False negatives:     11571  51.91%
# TCR(l=50): 1.469316  SpamRecall: 48.091%  SpamPrec: 99.333%