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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 161174  32.755%  (99.547% of non-spam corpus)
# Correctly spam:     308344  62.665%  (93.397% of spam corpus)
# False positives:       734  0.149%  (0.453% of nonspam,  97242 weighted)
# False negatives:     21801  4.431%  (6.603% of spam,  38584 weighted)
# Average score for spam:  16.9    nonspam: -0.4
# Average for false-pos:   6.5  false-neg: 1.8
# TOTAL:              492053  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20317  99.53%
# Correctly spam:      38453  93.43%
# False positives:        96  0.47%
# False negatives:      2703  6.57%
# TCR(l=50): 5.485273  SpamRecall: 93.432%  SpamPrec: 99.751%

##### 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: 161523  99.76%
# Correctly spam:     266077  80.59%
# False positives:       385  0.24%
# False negatives:     64068  19.41%
# TCR(l=50): 3.962469  SpamRecall: 80.594%  SpamPrec: 99.856%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20366  99.77%
# Correctly spam:      33155  80.56%
# False positives:        47  0.23%
# False negatives:      8001  19.44%
# TCR(l=50): 3.976041  SpamRecall: 80.559%  SpamPrec: 99.858%