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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 202327  24.338%  (99.645% of non-spam corpus)
# Correctly spam:     549300  66.077%  (87.432% of spam corpus)
# False positives:       721  0.087%  (0.355% of nonspam, 147755 weighted)
# False negatives:     78960  9.498%  (12.568% of spam, 191214 weighted)
# Average score for spam:  19.9    nonspam: -0.6
# Average for false-pos:   6.6  false-neg: 2.4
# TOTAL:              831308  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25307  99.65%
# Correctly spam:      68644  87.54%
# False positives:        90  0.35%
# False negatives:      9770  12.46%
# TCR(l=50): 5.495025  SpamRecall: 87.540%  SpamPrec: 99.869%

##### 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: 200658  98.82%
# Correctly spam:     437346  69.61%
# False positives:      2390  1.18%
# False negatives:    190914  30.39%
# TCR(l=50): 2.023942  SpamRecall: 69.612%  SpamPrec: 99.456%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25122  98.92%
# Correctly spam:      54797  69.88%
# False positives:       275  1.08%
# False negatives:     23617  30.12%
# TCR(l=50): 2.098483  SpamRecall: 69.882%  SpamPrec: 99.501%