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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163878  49.838%  (99.043% of non-spam corpus)
# Correctly spam:     108498  32.996%  (66.416% of spam corpus)
# False positives:      1583  0.481%  (0.957% of nonspam, 101041 weighted)
# False negatives:     54863  16.685%  (33.584% of spam, 150156 weighted)
# Average score for spam:  14.8    nonspam: -0.4
# Average for false-pos:   6.5  false-neg: 2.7
# TOTAL:              328822  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20630  99.08%
# Correctly spam:      13659  66.32%
# False positives:       192  0.92%
# False negatives:      6938  33.68%
# TCR(l=50): 1.245435  SpamRecall: 66.315%  SpamPrec: 98.614%

##### 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: 164831  99.62%
# Correctly spam:      76069  46.56%
# False positives:       630  0.38%
# False negatives:     87292  53.44%
# TCR(l=50): 1.375185  SpamRecall: 46.565%  SpamPrec: 99.179%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20756  99.68%
# Correctly spam:       9570  46.46%
# False positives:        66  0.32%
# False negatives:     11027  53.54%
# TCR(l=50): 1.437635  SpamRecall: 46.463%  SpamPrec: 99.315%