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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180984  16.570%  (98.901% of non-spam corpus)
# Correctly spam:     529180  48.448%  (58.199% of spam corpus)
# False positives:      2012  0.184%  (1.099% of nonspam, 590251 weighted)
# False negatives:    380077  34.798%  (41.801% of spam, 1178724 weighted)
# Average score for spam:  7.0    nonspam: 0.5
# Average for false-pos:   5.9  false-neg: 3.1
# TOTAL:              1092253  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22720  98.86%
# Correctly spam:      66425  58.53%
# False positives:       263  1.14%
# False negatives:     47062  41.47%
# TCR(l=50): 1.884790  SpamRecall: 58.531%  SpamPrec: 99.606%

##### 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: 182706  99.84%
# Correctly spam:      59083  6.50%
# False positives:       290  0.16%
# False negatives:    850174  93.50%
# TCR(l=50): 1.051560  SpamRecall: 6.498%  SpamPrec: 99.512%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22944  99.83%
# Correctly spam:       7284  6.42%
# False positives:        39  0.17%
# False negatives:    106203  93.58%
# TCR(l=50): 1.049319  SpamRecall: 6.418%  SpamPrec: 99.467%
