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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162336  30.545%  (99.000% of non-spam corpus)
# Correctly spam:     226315  42.584%  (61.585% of spam corpus)
# False positives:      1640  0.309%  (1.000% of nonspam, 239483 weighted)
# False negatives:    141169  26.562%  (38.415% of spam, 346790 weighted)
# Average score for spam:  16.8    nonspam: -0.4
# Average for false-pos:   6.5  false-neg: 2.5
# TOTAL:              531460  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20464  99.04%
# Correctly spam:      28264  61.73%
# False positives:       199  0.96%
# False negatives:     17524  38.27%
# TCR(l=50): 1.666594  SpamRecall: 61.728%  SpamPrec: 99.301%

##### 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: 162778  99.27%
# Correctly spam:     197958  53.87%
# False positives:      1198  0.73%
# False negatives:    169526  46.13%
# TCR(l=50): 1.601754  SpamRecall: 53.868%  SpamPrec: 99.398%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20516  99.29%
# Correctly spam:      24775  54.11%
# False positives:       147  0.71%
# False negatives:     21013  45.89%
# TCR(l=50): 1.614357  SpamRecall: 54.108%  SpamPrec: 99.410%