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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 127744  32.857%  (96.843% of non-spam corpus)
# Correctly spam:     186445  47.955%  (72.579% of spam corpus)
# False positives:      4165  1.071%  (3.157% of nonspam, 248054 weighted)
# False negatives:     70439  18.117%  (27.421% of spam, 153661 weighted)
# Average score for spam:  10.0    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              388793  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16006  96.73%
# Correctly spam:      23314  72.66%
# False positives:       541  3.27%
# False negatives:      8773  27.34%
# TCR(l=50): 0.895709  SpamRecall: 72.659%  SpamPrec: 97.732%

##### 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: 128103  97.11%
# Correctly spam:      63874  24.86%
# False positives:      3806  2.89%
# False negatives:    193010  75.14%
# TCR(l=50): 0.670173  SpamRecall: 24.865%  SpamPrec: 94.376%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16061  97.06%
# Correctly spam:       7809  24.34%
# False positives:       486  2.94%
# False negatives:     24278  75.66%
# TCR(l=50): 0.660525  SpamRecall: 24.337%  SpamPrec: 94.141%