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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 225214  61.488%  (99.326% of non-spam corpus)
# Correctly spam:     114156  31.167%  (81.813% of spam corpus)
# False positives:      1529  0.417%  (0.674% of nonspam,  63195 weighted)
# False negatives:     25377  6.928%  (18.187% of spam,  54753 weighted)
# Average score for spam:  12.0    nonspam: -1.1
# Average for false-pos:   6.7  false-neg: 2.2
# TOTAL:              366276  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28200  99.33%
# Correctly spam:      14336  82.00%
# False positives:       189  0.67%
# False negatives:      3146  18.00%
# TCR(l=50): 1.387901  SpamRecall: 82.004%  SpamPrec: 98.699%

##### 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: 226025  99.68%
# Correctly spam:      73769  52.87%
# False positives:       718  0.32%
# False negatives:     65764  47.13%
# TCR(l=50): 1.372492  SpamRecall: 52.868%  SpamPrec: 99.036%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28321  99.76%
# Correctly spam:       9217  52.72%
# False positives:        68  0.24%
# False negatives:      8265  47.28%
# TCR(l=50): 1.498671  SpamRecall: 52.723%  SpamPrec: 99.268%