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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166187  28.458%  (98.222% of non-spam corpus)
# Correctly spam:     372432  63.776%  (89.791% of spam corpus)
# False positives:      3009  0.515%  (1.778% of nonspam, 236168 weighted)
# False negatives:     42344  7.251%  (10.209% of spam, 118309 weighted)
# Average score for spam:  15.8    nonspam: 0.4
# Average for false-pos:   6.4  false-neg: 2.8
# TOTAL:              583972  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20905  98.11%
# Correctly spam:      46317  89.60%
# False positives:       403  1.89%
# False negatives:      5375  10.40%
# TCR(l=50): 2.025152  SpamRecall: 89.602%  SpamPrec: 99.137%

##### 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: 167892  99.23%
# Correctly spam:     172349  41.55%
# False positives:      1304  0.77%
# False negatives:    242427  58.45%
# TCR(l=50): 1.348308  SpamRecall: 41.552%  SpamPrec: 99.249%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21146  99.24%
# Correctly spam:      21497  41.59%
# False positives:       162  0.76%
# False negatives:     30195  58.41%
# TCR(l=50): 1.349837  SpamRecall: 41.587%  SpamPrec: 99.252%