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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162082  14.010%  (94.614% of non-spam corpus)
# Correctly spam:     886636  76.640%  (89.962% of spam corpus)
# False positives:      9227  0.798%  (5.386% of nonspam, 1627038 weighted)
# False negatives:     98936  8.552%  (10.038% of spam, 259697 weighted)
# Average score for spam:  7.6    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              1156881  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20359  94.36%
# Correctly spam:     110638  89.96%
# False positives:      1216  5.64%
# False negatives:     12349  10.04%
# TCR(l=50): 1.681322  SpamRecall: 89.959%  SpamPrec: 98.913%

##### 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: 163374  95.37%
# Correctly spam:     107527  10.91%
# False positives:      7935  4.63%
# False negatives:    878045  89.09%
# TCR(l=50): 0.773122  SpamRecall: 10.910%  SpamPrec: 93.128%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20545  95.23%
# Correctly spam:      13134  10.68%
# False positives:      1030  4.77%
# False negatives:    109853  89.32%
# TCR(l=50): 0.762223  SpamRecall: 10.679%  SpamPrec: 92.728%