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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 160852  27.746%  (99.206% of non-spam corpus)
# Correctly spam:     307837  53.099%  (73.716% of spam corpus)
# False positives:      1288  0.222%  (0.794% of nonspam, 212893 weighted)
# False negatives:    109762  18.933%  (26.284% of spam, 284651 weighted)
# Average score for spam:  16.3    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              579739  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20276  99.24%
# Correctly spam:      38462  73.91%
# False positives:       155  0.76%
# False negatives:     13576  26.09%
# TCR(l=50): 2.440120  SpamRecall: 73.911%  SpamPrec: 99.599%

##### 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: 161200  99.42%
# Correctly spam:     277327  66.41%
# False positives:       940  0.58%
# False negatives:    140272  33.59%
# TCR(l=50): 2.229906  SpamRecall: 66.410%  SpamPrec: 99.662%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20305  99.38%
# Correctly spam:      34654  66.59%
# False positives:       126  0.62%
# False negatives:     17384  33.41%
# TCR(l=50): 2.197180  SpamRecall: 66.594%  SpamPrec: 99.638%