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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 226449  28.794%  (96.214% of non-spam corpus)
# Correctly spam:     210950  26.823%  (38.278% of spam corpus)
# False positives:      8911  1.133%  (3.786% of nonspam, 612889 weighted)
# False negatives:    340146  43.250%  (61.722% of spam, 1201219 weighted)
# Average score for spam:  7.0    nonspam: 1.2
# Average for false-pos:   5.9  false-neg: 3.5
# TOTAL:              786456  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28339  96.17%
# Correctly spam:      26191  38.03%
# False positives:      1129  3.83%
# False negatives:     42670  61.97%
# TCR(l=50): 0.694724  SpamRecall: 38.035%  SpamPrec: 95.867%

##### 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: 226267  96.14%
# Correctly spam:     159131  28.88%
# False positives:      9093  3.86%
# False negatives:    391965  71.12%
# TCR(l=50): 0.650941  SpamRecall: 28.875%  SpamPrec: 94.595%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28381  96.31%
# Correctly spam:      19786  28.73%
# False positives:      1087  3.69%
# False negatives:     49075  71.27%
# TCR(l=50): 0.665806  SpamRecall: 28.733%  SpamPrec: 94.792%