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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175095  36.992%  (94.424% of non-spam corpus)
# Correctly spam:     159573  33.712%  (55.426% of spam corpus)
# False positives:     10339  2.184%  (5.576% of nonspam, 492714 weighted)
# False negatives:    128330  27.112%  (44.574% of spam, 237192 weighted)
# Average score for spam:  17.0    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              473337  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21972  94.40%
# Correctly spam:      19919  55.35%
# False positives:      1304  5.60%
# False negatives:     16070  44.65%
# TCR(l=50): 0.442833  SpamRecall: 55.347%  SpamPrec: 93.856%

##### 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: 175750  94.78%
# Correctly spam:     134975  46.88%
# False positives:      9684  5.22%
# False negatives:    152928  53.12%
# TCR(l=50): 0.451876  SpamRecall: 46.882%  SpamPrec: 93.306%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22103  94.96%
# Correctly spam:      16816  46.73%
# False positives:      1173  5.04%
# False negatives:     19173  53.27%
# TCR(l=50): 0.462447  SpamRecall: 46.725%  SpamPrec: 93.479%