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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157872  19.755%  (97.559% of non-spam corpus)
# Correctly spam:     543129  67.963%  (85.219% of spam corpus)
# False positives:      3950  0.494%  (2.441% of nonspam, 480335 weighted)
# False negatives:     94203  11.788%  (14.781% of spam, 238393 weighted)
# Average score for spam:  7.6    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              799154  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19874  97.41%
# Correctly spam:      68063  85.56%
# False positives:       529  2.59%
# False negatives:     11483  14.44%
# TCR(l=50): 2.097013  SpamRecall: 85.564%  SpamPrec: 99.229%

##### 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: 158222  97.78%
# Correctly spam:     170324  26.72%
# False positives:      3600  2.22%
# False negatives:    467008  73.28%
# TCR(l=50): 0.985045  SpamRecall: 26.725%  SpamPrec: 97.930%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19957  97.81%
# Correctly spam:      21214  26.67%
# False positives:       446  2.19%
# False negatives:     58332  73.33%
# TCR(l=50): 0.986531  SpamRecall: 26.669%  SpamPrec: 97.941%