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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167217  28.558%  (99.678% of non-spam corpus)
# Correctly spam:     411601  70.294%  (98.520% of spam corpus)
# False positives:       541  0.092%  (0.322% of nonspam,  83747 weighted)
# False negatives:      6184  1.056%  (1.480% of spam,  20962 weighted)
# Average score for spam:  21.4    nonspam: -0.7
# Average for false-pos:   6.2  false-neg: 3.4
# TOTAL:              585543  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21053  99.66%
# Correctly spam:      51316  98.58%
# False positives:        72  0.34%
# False negatives:       737  1.42%
# TCR(l=50): 12.002075  SpamRecall: 98.584%  SpamPrec: 99.860%

##### 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: 167615  99.91%
# Correctly spam:     397268  95.09%
# False positives:       143  0.09%
# False negatives:     20517  4.91%
# TCR(l=50): 15.100481  SpamRecall: 95.089%  SpamPrec: 99.964%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21106  99.91%
# Correctly spam:      49488  95.07%
# False positives:        19  0.09%
# False negatives:      2565  4.93%
# TCR(l=50): 14.808819  SpamRecall: 95.072%  SpamPrec: 99.962%