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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 443551  49.553%  (99.610% of non-spam corpus)
# Correctly spam:     279498  31.225%  (62.135% of spam corpus)
# False positives:      1736  0.194%  (0.390% of nonspam, 103472 weighted)
# False negatives:    170328  19.029%  (37.865% of spam, 311705 weighted)
# Average score for spam:  9.5    nonspam: -0.3
# Average for false-pos:   5.9  false-neg: 1.8
# TOTAL:              895113  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  55287  99.60%
# Correctly spam:      34746  61.95%
# False positives:       223  0.40%
# False negatives:     21339  38.05%
# TCR(l=50): 1.726277  SpamRecall: 61.952%  SpamPrec: 99.362%

##### 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: 443420  99.58%
# Correctly spam:     179573  39.92%
# False positives:      1867  0.42%
# False negatives:    270253  60.08%
# TCR(l=50): 1.237135  SpamRecall: 39.921%  SpamPrec: 98.971%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  55246  99.52%
# Correctly spam:      22170  39.53%
# False positives:       264  0.48%
# False negatives:     33915  60.47%
# TCR(l=50): 1.190385  SpamRecall: 39.529%  SpamPrec: 98.823%