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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 194710  37.704%  (98.995% of non-spam corpus)
# Correctly spam:     263074  50.942%  (82.281% of spam corpus)
# False positives:      1976  0.383%  (1.005% of nonspam, 353415 weighted)
# False negatives:     56654  10.971%  (17.719% of spam, 129710 weighted)
# Average score for spam:  10.2    nonspam: -1.0
# Average for false-pos:   11.0  false-neg: 2.3
# TOTAL:              516414  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24285  98.78%
# Correctly spam:      32762  82.28%
# False positives:       300  1.22%
# False negatives:      7057  17.72%
# TCR(l=50): 1.805277  SpamRecall: 82.277%  SpamPrec: 99.093%

##### 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: 195182  99.24%
# Correctly spam:     106484  33.30%
# False positives:      1504  0.76%
# False negatives:    213244  66.70%
# TCR(l=50): 1.108458  SpamRecall: 33.305%  SpamPrec: 98.607%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24378  99.16%
# Correctly spam:      13410  33.68%
# False positives:       207  0.84%
# False negatives:     26409  66.32%
# TCR(l=50): 1.083245  SpamRecall: 33.677%  SpamPrec: 98.480%