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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 284124  61.678%  (99.448% of non-spam corpus)
# Correctly spam:      96747  21.002%  (55.297% of spam corpus)
# False positives:      1577  0.342%  (0.552% of nonspam,  59787 weighted)
# False negatives:     78211  16.978%  (44.703% of spam, 117574 weighted)
# Average score for spam:  7.5    nonspam: 0.1
# Average for false-pos:   6.2  false-neg: 1.5
# TOTAL:              460659  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35522  99.42%
# Correctly spam:      12265  55.78%
# False positives:       206  0.58%
# False negatives:      9724  44.22%
# TCR(l=50): 1.098132  SpamRecall: 55.778%  SpamPrec: 98.348%

##### 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: 284522  99.59%
# Correctly spam:      48527  27.74%
# False positives:      1179  0.41%
# False negatives:    126431  72.26%
# TCR(l=50): 0.943775  SpamRecall: 27.736%  SpamPrec: 97.628%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35580  99.59%
# Correctly spam:       6150  27.97%
# False positives:       148  0.41%
# False negatives:     15839  72.03%
# TCR(l=50): 0.946211  SpamRecall: 27.969%  SpamPrec: 97.650%