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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 131265  32.098%  (96.920% of non-spam corpus)
# Correctly spam:     202029  49.402%  (73.865% of spam corpus)
# False positives:      4171  1.020%  (3.080% of nonspam, 257898 weighted)
# False negatives:     71481  17.479%  (26.135% of spam, 157038 weighted)
# Average score for spam:  11.6    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              408946  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16430  96.88%
# Correctly spam:      25309  74.02%
# False positives:       529  3.12%
# False negatives:      8881  25.98%
# TCR(l=50): 0.967705  SpamRecall: 74.025%  SpamPrec: 97.953%

##### 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: 131631  97.19%
# Correctly spam:      76935  28.13%
# False positives:      3805  2.81%
# False negatives:    196575  71.87%
# TCR(l=50): 0.707064  SpamRecall: 28.129%  SpamPrec: 95.287%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16479  97.17%
# Correctly spam:       9576  28.01%
# False positives:       480  2.83%
# False negatives:     24614  71.99%
# TCR(l=50): 0.703295  SpamRecall: 28.008%  SpamPrec: 95.227%