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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155859  14.039%  (99.585% of non-spam corpus)
# Correctly spam:     923087  83.148%  (96.793% of spam corpus)
# False positives:       650  0.059%  (0.415% of nonspam, 262217 weighted)
# False negatives:     30581  2.755%  (3.207% of spam,  45926 weighted)
# Average score for spam:  15.7    nonspam: -0.6
# Average for false-pos:   6.6  false-neg: 1.5
# TOTAL:              1110177  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19599  99.54%
# Correctly spam:     115170  96.70%
# False positives:        90  0.46%
# False negatives:      3936  3.30%
# TCR(l=50): 14.118777  SpamRecall: 96.695%  SpamPrec: 99.922%

##### 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: 156114  99.75%
# Correctly spam:     785751  82.39%
# False positives:       395  0.25%
# False negatives:    167917  17.61%
# TCR(l=50): 5.081703  SpamRecall: 82.393%  SpamPrec: 99.950%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19646  99.78%
# Correctly spam:      97957  82.24%
# False positives:        43  0.22%
# False negatives:     21149  17.76%
# TCR(l=50): 5.112065  SpamRecall: 82.244%  SpamPrec: 99.956%