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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 288627  21.368%  (99.603% of non-spam corpus)
# Correctly spam:     740192  54.798%  (69.764% of spam corpus)
# False positives:      1149  0.085%  (0.397% of nonspam, 269433 weighted)
# False negatives:    320795  23.749%  (30.236% of spam, 781872 weighted)
# Average score for spam:  9.3    nonspam: -0.9
# Average for false-pos:   6.4  false-neg: 2.4
# TOTAL:              1350763  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36036  99.50%
# Correctly spam:      92334  69.71%
# False positives:       180  0.50%
# False negatives:     40113  30.29%
# TCR(l=50): 2.696781  SpamRecall: 69.714%  SpamPrec: 99.805%

##### 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: 288281  99.48%
# Correctly spam:     494196  46.58%
# False positives:      1495  0.52%
# False negatives:    566791  53.42%
# TCR(l=50): 1.653810  SpamRecall: 46.579%  SpamPrec: 99.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  36005  99.42%
# Correctly spam:      61541  46.46%
# False positives:       211  0.58%
# False negatives:     70906  53.54%
# TCR(l=50): 1.625994  SpamRecall: 46.465%  SpamPrec: 99.658%