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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 557309  68.581%  (99.907% of non-spam corpus)
# Correctly spam:     222123  27.334%  (87.177% of spam corpus)
# False positives:       521  0.064%  (0.093% of nonspam,  15056 weighted)
# False negatives:     32672  4.021%  (12.823% of spam,  58216 weighted)
# Average score for spam:  17.9    nonspam: -2.9
# Average for false-pos:   6.3  false-neg: 1.8
# TOTAL:              812625  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69536  99.79%
# Correctly spam:      27703  87.04%
# False positives:       147  0.21%
# False negatives:      4125  12.96%
# TCR(l=50): 2.773682  SpamRecall: 87.040%  SpamPrec: 99.472%

##### 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: 555893  99.65%
# Correctly spam:     164775  64.67%
# False positives:      1937  0.35%
# False negatives:     90020  35.33%
# TCR(l=50): 1.363488  SpamRecall: 64.670%  SpamPrec: 98.838%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69436  99.65%
# Correctly spam:      20570  64.63%
# False positives:       247  0.35%
# False negatives:     11258  35.37%
# TCR(l=50): 1.348187  SpamRecall: 64.629%  SpamPrec: 98.813%