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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178483  22.747%  (99.612% of non-spam corpus)
# Correctly spam:     293016  37.344%  (48.396% of spam corpus)
# False positives:       696  0.089%  (0.388% of nonspam, 144297 weighted)
# False negatives:    312436  39.819%  (51.604% of spam, 280751 weighted)
# Average score for spam:  6.9    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 0.9
# TOTAL:              784631  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22420  99.60%
# Correctly spam:      36738  48.57%
# False positives:        91  0.40%
# False negatives:     38903  51.43%
# TCR(l=50): 1.740754  SpamRecall: 48.569%  SpamPrec: 99.753%

##### 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: 178787  99.78%
# Correctly spam:     218300  36.06%
# False positives:       392  0.22%
# False negatives:    387152  63.94%
# TCR(l=50): 1.488504  SpamRecall: 36.056%  SpamPrec: 99.821%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22473  99.83%
# Correctly spam:      27235  36.01%
# False positives:        38  0.17%
# False negatives:     48406  63.99%
# TCR(l=50): 1.503618  SpamRecall: 36.006%  SpamPrec: 99.861%