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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156129  14.051%  (99.585% of non-spam corpus)
# Correctly spam:     923643  83.127%  (96.783% of spam corpus)
# False positives:       651  0.059%  (0.415% of nonspam, 260430 weighted)
# False negatives:     30699  2.763%  (3.217% of spam,  46103 weighted)
# Average score for spam:  15.7    nonspam: -0.6
# Average for false-pos:   6.6  false-neg: 1.5
# TOTAL:              1111122  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19645  99.60%
# Correctly spam:     115240  96.69%
# False positives:        79  0.40%
# False negatives:      3941  3.31%
# TCR(l=50): 15.103409  SpamRecall: 96.693%  SpamPrec: 99.931%

##### 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: 156395  99.75%
# Correctly spam:     786253  82.39%
# False positives:       385  0.25%
# False negatives:    168089  17.61%
# TCR(l=50): 5.094198  SpamRecall: 82.387%  SpamPrec: 99.951%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19685  99.80%
# Correctly spam:      98033  82.26%
# False positives:        39  0.20%
# False negatives:     21148  17.74%
# TCR(l=50): 5.159797  SpamRecall: 82.256%  SpamPrec: 99.960%